We automated 90% of front-desk operations for FIT24 - Uber for Gyms
We built the entire technical infrastructure for FIT24, a fitness startup based in Taiwan - 2 iOS & Android mobile apps & 3 websites in 6 months with a team of 4.
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Automation per role
90%
Hours saved per month
+214
We worked on the project between
2021-2022
Team
3
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How it works?
FIT24 is the Uber of Gym. It allows you to book, schedule & pay for training sessions and all other services.
Step 1. The Idea
Greg, a real estate consultant wastes ~8 hours/week/client pulling in the data, running the numbers & walking over spreadsheets with his clients.
It’s repetitive, time-consuming & all his competitors do the exact same thing - He has an idea! 💡
Our team envisions a product to automate ~85% his service - everything that was previously done with excel& through meetings will now be in a single platform. Custom built for his clients - a unique competitive advantage that no other real estate consultant will have.
Outline
The goal of the Fit24 project was to build the full technological foundation for FIT24, a Taiwan-based fitness startup. This required our team of five people to create two AI-powered iOS/Android mobile apps and three web apps in six months. In this article, we will take a deep dive into the background, problem space, design, implementation, challenges, time/cost & future scope of the project.
In 2021, the popularity of gyms in Taiwan suddenly rose. Overwhelming variety, the need for adaptability in accessing various amenities and instructors, quality awareness in choosing gyms and trainers, and a focus on hygiene and safety were all issues that concerned customers. An ideal solution for this market would provide centralized management, and Fit24 exactly did that.
It connected the gym goers with the trainers. The users can ook their session through the app, and the trainers can accept the sessions accordingly. The app also enabled online sessions and an online store for supplements.
Team Ionio built the entire technical infrastructure for FIT24’s multi-gym franchise system for Taiwan.
Background
The CEO of FIT24, Brooke Daye, is a visionary leader and fitness fanatic who created the first fitness network in the world. For over two decades, Brooke has been an influential figure in the North American and Asian fitness industries.
Brooke has shown a steadfast commitment to fostering a culture of training and self-improvement since 2001. Brooke is a new kind of CEO because he blends his love of sports and business knowledge. He founded FIT24 in 2021.
Brooke's substantial financing and investment design background has helped establish global businesses in developing economies. He has taken FIT24 to the forefront of the fitness business with his innovative attitude and in-depth knowledge of the field.
But building a Fitness SaaS is no cakewalk!
The Industry
Over the past decade, Taiwanese have adopted healthier lifestyles and exercise activities are widely accepted as part of the culture. According to GO SURVEY data from 2021, 56.9% of Taiwanese now exercise at least twice weekly, 24.8% at least three times weekly, and 23.0% daily. There is a thriving fitness culture in Taiwan that has been gaining momentum in recent years.
The government of Taiwan has also launched efforts and programs to encourage people to lead healthier, more active lives. The government of Taiwan is encouraging kids to be more active by funding various sports programs. The "Taiwan Sports Lottery," a state-run lottery, supports a nationwide network of sports facilities and programs. The "Taiwan Fitness Certification System" is another program that aims to certify fitness facilities and trainers throughout Taiwan to increase the prevalence of healthy lifestyles.
According to the Ministry of Finance, the number of gyms in Taiwan increased from 149 in 2013 to 728 in 2020. The fitness industry generated NT$15.2 billion (US$546 million) in 2020, up from NT$3 billion (US$108 million) in 2013, a compound annual growth rate (CAGR) of 22.4%.
What were the challenges?
Now that gyms are mushrooming in every corner of Taiwan for residents, finding the perfect gym has become the biggest pain in the neck.
When there are a lot of gyms in one place, competition for customers can heat up quickly. Fitness centers may need to increase spending on advertising and special services to compete for and keep members. This can financially strain gym owners and trainers trying to set themselves apart in a saturated industry.
⌛Client Retention
In a market saturated with fitness centers, customers will likely terminate their memberships or hop between gyms frequently. This might make it difficult for trainers to establish stable relationships with their clients and generate a steady clientele.
💵 Pricing Pressures
Price competition or reduced membership prices may result from a saturation of the fitness center market. Gym owners and trainers may face challenges maintaining competitive pricing while assuring a viable business strategy.
🪒 Quality Control
When there are many options for places to work out, it can be challenging to ensure that all trainers and facilities are of a high enough standard. To succeed as trainers, professionals must invest in lifelong learning. In addition, before hiring a trainer, gym-goers should thoroughly evaluate the trainer's credentials and experience.
🌫️ Overcrowding and Resources
Too many fitness centers in a remote location might overwhelm the available machines and other equipment, especially during the morning and evening rushes. It could become difficult for trainers to provide their clients with a satisfying experience due to a lack of equipment and space.
💪Health and Hygiene
We are talking about the 2021 scenario, following the proper hygienic atmosphere, which became crucial after the first wave of covid and amidst the second wave of covid. So gym enthusiasts also had to be careful when choosing the gym for themselves.
Other big names in Taiwan
Hihealth
HiHealth Technology Co., Ltd. was founded in 2017 and focused on researching and developing two technologies. The device that allows for such a massive fitness event is called Interactive Fitness Party (IFP). Users were able to connect to virtual settings quickly. The other is the valuation of health assets, which quantifies the worth of physical activity.
Velodash
Velodash is a hub for extraordinary bicycle tours. They connect bikers with our locally catered events. You can find well-organized bike tours scheduled by other riders and perhaps make new riding friends on Velodash. Since its inception, Velodash has been a hub for cyclists to organize and participate in over 35,000 group rides and 10,000 separate cycling events.
Nefitor
The Nefitor mobile app offers users a variety of fitness challenges with varying game modes that can be tailored to their individual fitness goals and schedules. Challenge objectives, task rules, and activity content were established using the expert knowledge of dietitians and fitness instructors, which was integrated into the system. Users can invite their social networks to join in on the interactive excitement provided by the log, in addition to taking part in the diet and fitness planning of the challenge to accomplish goals.
The Problem Space
🐣Too many choices to choose from!
People may feel irritated because there are so many gyms to choose from, and no single one seems to fit all their wants and preferences perfectly. Some clients may find the increased sales methods and promotion from gyms unpleasant as the industry becomes more competitive.
🔥Flexibility
Some clients value variety because it allows them to tailor their experience to their needs. By visiting various fitness centers, they may check out different amenities, courses, and instructors before settling on the best fit.
💵Competitive Pricing
Customers could profit from the price competition when a market is saturated, as gyms reduce membership fees and give other incentives to newcomers. This means people can get into shape without breaking the bank.
Customers in today's market may place a premium on quality and actively seek gyms and trainers that adhere to stringent criteria due to the abundance of options. Before joining a gym, people could look into the qualifications of the trainers and any feedback other members have left.
😵💫Overcrowding Concerns
Customers may worry that famous gyms may be too crowded during peak hours, leaving them unable to use the facilities because of a lack of available equipment and space. This may affect their training experience and cause them to look for other ways to stay fit.
🤐Hygiene and Safety
In light of the recent COVID-19 outbreak, clients may prefer fitness centers that adhere to stringent health and cleanliness measures. People want to work out in a clean, safe atmosphere. Thus, they may seek out gyms that require masks, disinfect equipment often, and apply other socially isolated policies.
The Solution
In the already-crowded fitness club industry, the ideal product would solve the problems experienced by gym proprietors, personal trainers, and members. The perfect product can include the following qualities:
🙌 Specialized Products and Services
The product must include features that set it apart from similar businesses. Some examples of this type of program are unique workouts, one-on-one coaching, and novel group exercise formats. Adding value beyond the expected helps attract new buyers and keep existing ones interested in the product.
🤞 Client Engagement and Retention Strategies
The product must have mechanisms in place to attract and keep customers. Creating a sense of camaraderie among gym-goers and defining and tracking individual goals could go a long way toward this end. The product can aid trainers in establishing long-lasting relationships with their clients by offering an encouraging and motivational setting.
⌛ Competitive Value
The product's price should be affordable while giving them what they're looking for in terms of quality. It needs to provide high-quality amenities and services to its members without breaking the bank. Gym owners and trainers can use this to keep their business going while appealing to clients who care about price and value.
✅ Stress on Quality Assurance
High-quality trainers and facilities can only be achieved through rigorous quality control procedures. This could involve stringent hiring standards for trainers, CPD initiatives, routine equipment servicing, and meticulous sanitation procedures. The product can win over clients' trust and stand out from other gyms by maintaining a high-quality standard.
📚 Sufficient Resources and Space
The product needs sufficient space and resources to meet the requirements of its users. This requires a spacious gym with various exercise machines, adequate open floor space, and intelligent scheduling mechanisms to handle high demand. Customers that place a premium on ease of use and comfort will be drawn to and retained by the product's ability to reduce wait times and crowding during workouts.
💙 Prioritize Health and Hygiene
The product should focus on keeping the area clean and safe, especially in light of the COVID-19 pandemic. Methods to achieve this goal include making sanitization facilities available, encouraging people to keep their distance from one another, installing adequate ventilation, and so on. Customers worried about exercise well-being will appreciate the product's focus on health and safety.
But there is a catch…
There were a lot of other gyms in the neighborhood, so personal trainers had to work hard to attract and retain clients. To compete with the competition, they had to increase their advertising budget. Customers were more inclined to cancel their subscriptions or regularly move gyms as the market was oversaturated.
For covid, many times, gyms were also closed. It was difficult for trainers to form lasting bonds with their customers and amass a dedicated following.
FIT24 bridges the gap between gym rats and gym gurus. It listened to everyone’s problems and utilized technology to bring the solution.
We built an app that helped gym goers to connect and schedule gym sessions and lots. The trainers can also book the calls. They also have digital content facilities, so they do remote training. On the FIT24 website, a store is available where they can get their supplements.
Tech Solution
Video Streaming for Accessible Digital Content:
One of the key features of the FIT24 App was video streaming, which enables users to access a vast library of digital content. The app offers a range of instructional workout videos, fitness classes, and expert-led training sessions, ensuring users have a comprehensive content selection. By incorporating video streaming, the app allows gym-goers to access these resources conveniently from their mobile devices, eliminating the need for physical DVDs or attending classes in person.
Seamless Integration of a Digital Store:
To cater to the diverse needs of fitness enthusiasts, the gym app also features a digital store. This store offers a range of products, including supplements, fitness equipment, and merchandise. Users can browse the store's inventory, make purchases, and deliver the items directly to their doorstep. Integrating the digital store within the app allows users to conveniently explore and buy fitness-related products without the hassle of visiting physical stores or relying on third-party websites.
Technological Framework
The FIT24 App is built on a robust technological foundation.
The development team opted to deploy the application on Amazon Web Services (AWS) for its scalability, reliability, and extensive range of services.
Docker, a containerization platform, was utilized for packaging the app and its dependencies, ensuring consistent performance across various environments.
Docker Compose & NodeJS Express facilitated the development of the app's backend, providing a flexible and efficient framework for building APIs and handling data storage.
Secure Authentication with Auth0
Security is a paramount concern in any app that handles personal information. To ensure secure authentication and protect user data, the gym app utilizes Auth0. This authentication framework provides robust login mechanisms, safeguarding user accounts from unauthorized access and potential data breaches.
Tech Stack
Back end
NodeJS Express is a popular backend framework for building scalable and efficient web applications.
Auth0 provides secure authentication and authorization services. Integration with third-party payment processors and QR code vendors enabled seamless transactions and interaction with digital wallets for the FIT24.
Cloudflare Stream allows for progressive video streaming, enhancing the user experience. Encryption ensured the security and integrity of QR codes, while the digital store facilitated online purchases and digital content management.
Front end
Flutter is a cross-platform framework for developing native iOS and Android mobile applications. It allows for code reusability and fast development.
We used React for the front end, a popular JavaScript library, and Redux for state management. JavaScript is the primary programming language for building dynamic and interactive user interfaces on the web. These frontend technologies enabled the creation of responsive and engaging applications for the FIT24.
Infrastructure
Docker and Docker Compose provide containerization and orchestration tools for consistent and scalable application deployment.
AWS (Amazon Web Services) services like RDS (Relational Database Service) and EC2 (Elastic Compute Cloud) offer reliable and flexible cloud infrastructure for hosting databases and application servers. Datadog provides monitoring and analytics to ensure the system's performance and reliability.
Cloudflare offers various services, such as content delivery, security, and DNS management, enhancing the application's speed, safety, and availability. These infrastructure components helped us create a robust and scalable environment for the FIT24 application.
The Process
Conceptualization and Planning
During the initial phase, we conducted thorough market research to identify the need for a comprehensive fitness network. We gathered insights into customer requirements and preferences to shape FIT24's features and functionalities. Based on our findings, we created a detailed project plan and roadmap to guide our development process.
Team Formation
Our team consisted of four highly skilled developers with diverse expertise in software development and the fitness industry. Each team member was assigned specific roles and responsibilities based on their strengths and experience. We established effective communication channels and utilized collaboration tools to ensure seamless teamwork throughout the project.
Mobile Developer
Backend Developer
Frontend Developer
Project Manager
Tech Lead
We will elaborate on that later.
Design and Prototyping
To bring our vision to life, we created wireframes and designed the user interface for FIT24's various modules and components. We developed interactive prototypes to validate the user experience, incorporating feedback from potential users. Based on this feedback, we iterated on the designs, refining the user interface for optimal usability.
We used Figma for the design and prototyping. It is a web application for any design-related project, from UI/UX design to Logo making.
Development
Following the design phase, we adopted a waterfall development methodology to manage the
project efficiently.
This method follows three steps
Inception
In this phase, we found out the complex piece of the puzzle.
In this initial phase, project requirements were collected by engaging with stakeholders, the gym goers and the gym trainers of Taiwan, and business analysts at FIT24.
We had to work on the payment integration, so we started working on that first.
The next feature we built was QR code integration - users must scan this code to enter the gym.
Scheduling & Logistics followed suit. It was a two-way thing from the user’s point of view and the trainer’s perspectives.
Assembly
We planned everything from the server side to the client side to the database. We modularized the app's features in this stage and defined their interdependencies.
We built the system by coding the back-end logic, front-end user interfaces, and integration with external APIs to schedule appointments and sell add-ons. This phase constituted programming, testing, and tweaking the app's features to meet the specified needs.
To ensure the software worked as expected, was error-free, and delivered a pleasant user experience, we subjected it to rigorous testing. All the modules were tested independently, the modules' interactions were verified, and input from actual users was gathered through user acceptance testing (UAT).
Final Touch
As a finishing touch, we improved the app's speed, safety, and scalability to roll out without a hitch. Security measures like encryption, access controls, and fine-tuning server configurations were also implemented.
We released the fitness app on the platform of their choice, be it a web server or a mobile app store. In this phase, we prepared the required infrastructure and made the app available to the general public.
After the FIT24 app was sent into production, we did one more round of testing to ensure everything worked as expected. This involves everything functioning as expected and testing for any problems the deployment might have caused.
We built a help desk to field user complaints and fixed any problems we discovered. We tracked the app's stats and user comments for feedback on where it could be better, then made those changes. This action guaranteed that the program would be supported and maintained beyond its first release.
Deployment and Launch
As we approached the final stages of development, we prepared the infrastructure and hosting environment for FIT24. We deployed the software to production servers, ensuring seamless integration with existing systems. We conducted final rounds of testing to verify the software's readiness for launch. We planned and executed a comprehensive marketing and promotional strategy to generate initial user adoption and create awareness.
Timeline
The development of FIT24 took place over six months, following the outlined timeline:
Month 1: We focused on conceptualization, market research, and project planning.
Months 2-3: Design, prototyping, and development of the core features.
Months 4-5: Emphasis on quality assurance, testing, and iterative improvements. We also set up the infrastructure, deployed the software, conducted final testing, and successfully launched FIT24.
Month 5-6: It was an extension for us. We worked on the post-launch application management.
Team
Our team consisted of the following members, each contributing their expertise to the project:
Mobile Developer: A skilled professional specializing in creating innovative and user-friendly mobile applications for various platforms, such as iOS and Android.
Backend Developer: An expert in designing and implementing the server-side logic and database functionality that powers web applications and ensures seamless data processing.
Frontend Developer: A creative problem-solver transforming design concepts into interactive web interfaces using HTML, CSS, and JavaScript, enhancing user experience and visual appeal.
Project Manager: A meticulous leader who orchestrates the successful execution of projects, ensuring effective communication, resource allocation, and timely delivery while maintaining stakeholder satisfaction.
Tech Lead: A seasoned technologist with a strategic mindset responsible for guiding the technical direction of a project or team, driving innovation, and ensuring high-quality development standards.
Pricing
For FIT24's software-as-a-service offering. It has these features:
Session booking for the customers
Session booking for trainers
Digital content platform
APIs for security
Digital store
In the future, They could have AI-integration features like-
Recommendation Systems
Chatbots
Image/Video Recognition
Natural Language Processing (NLP)
Personalized Content Delivery
Fraud Detection
Data Analytics and Insights
FIT24 is a fitness management app that serves gym trainers and gymgoers. It also has digital content platform and online store for the supplement. A platform like this would range from 50k-150k$
The Challenges Faced
Managing the Project Scope
The project's massive scope required careful management and a comprehensive solution. We used ClickUp for our project management. Due to its adaptable setup benefits, ClickUp is an excellent solution for businesses searching for a project management platform that can be adapted to their specific processes and needs.
Solution:
The team divided the project into smaller, manageable chunks.
They established concrete goals at crucial points to track progress and ensure focus.
Language Barrier and International Integration
Due to the language barrier, communicating effectively with Chinese payment providers and door manufacturers in Taiwan took time.
Solution:
The team used Google Translate and even a seasoned translator to facilitate communication with Chinese-speaking peers.
They worked with a payment API commonly used in China to enable integration with overseas providers.
Technical Difficulties of Supporting Multiple Gyms
Managing the schedules and availability of trainers across multiple gyms presented a technological obstacle.
Solution:
The team implemented sophisticated time-management logic considering the travel time and nearby gym locations to schedule trainers while avoiding double bookings efficiently.
System Complexity
Combining various components of the gym management app, such as member management, payment processing, QR code integration, and backend management, was challenging.
Solution:
The team took a systematic approach and split the development process into smaller, manageable chunks.
They collaborated with key stakeholders to develop a robust backend system for platform monitoring and management backend system.
Delays by API Providers
Delays caused by API suppliers slowed down the development process.
Solution:
The team maintained open communication with API providers, frequently checking progress and addressing concerns promptly.
They negotiated with the providers to minimize delays and keep the project on track.
By addressing these challenges with effective solutions, the team successfully managed the project scope, overcame language barriers, tackled technical difficulties, handled system complexity, and mitigated delays caused by API providers.
The Result
The project delivered a robust platform allowing users to manage their subscriptions and schedule lessons to earn in-app tokens and buy fitness supplements without leaving the app. With self-service subscription management, we freed up over 25 weekly hours for front-desk staff. Adding gamification elements also rewarded members for check-ins, gym visits, referrals, and other activities, increasing engagement. By letting gym members schedule their classes, we freed up over 40 hours of administrative time per week. Now the site also offers Taiwan's first online/offline mobile exercise experience, which makes it possible for new members to sign up for a gym in just two minutes.
Future Scope
Integration with cutting-edge AI technology and extending existing AI features' capabilities are within the future scope of FIT24's SaaS solution.
Integration with ChatGPT & GPT4
The FIT24 chatbot can be upgraded using sophisticated language models like ChatGPT and GPT-4, which can be integrated into the system. The chatbot's ability to understand and respond to user queries, provide specific recommendations for exercise, give instant feedback, and imitate one-on-one interactions with trainers can all benefit from this.
More specific user data, such as workout preferences, fitness levels, equipment availability, and time limits, can significantly enhance the recommendation system. This will allow the system to make specific and unique exercise suggestions for each user.
And for the workout shop
FIT24's digital store can use the recommendation system by analyzing a user's preferences, purchase history, and supplement reviews to recommend items to help them achieve their fitness goals.
The chatbot can help customers design unique exercise routines considering their fitness levels, time constraints, and available equipment. In addition, it can offer guidance and corrections for form and progress monitoring throughout workouts.
Users can train AI algorithms to identify workout positions and motions in photos and videos they post. This function can give real-time responses to errors in technique and form, make specific suggestions on enhancing these areas, and monitor development over time.
By employing cutting-edge AI methods, FIT24 can further improve fraud detection systems. One way to detect and prevent fraudulent actions is to analyze transaction patterns, user activity, and the genuineness of supplements and products.
Artificial Intelligence-Powered tools provide analytics to gain insight into User Behavior, Engagement Patterns, and Session Preferences at FIT24. This information can enhance the platform, track down the most popular sessions, and improve the user experience overall.
Trainer performance data such as client happiness, session evaluations, and progress gained by clients can be analyzed by AI algorithms, with the results used to inform insights and recommendations for trainers to use in their development.
FIT24 can use AI-powered analytics to gather insights that drive strategic decision-making and growth, such as the ability to spot market trends, optimize pricing strategies, and predict customer demand.
CTA
If you plan to launch your app or integrate AI into your workflow, You can book a free consultation call with our CEO Rohan.
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AI-Powered Retail Personalization Platform
Ionio partnered with a Saudi-based retail analytics company to design, build, and deploy a conversational AI platform and mobile application that brought hyper-personalization to millions of consumers.
Building the future of retail before the tools existed. We implemented function calling, digital twins, and voice-to-voice AI months before these became industry standards — delivering a complete B2C shopping experience powered by custom machine learning models.
Our client had spent years building the infrastructure that powered transactions across major retail destinations. They understood purchase behavior at scale. They had the receipts, the loyalty data, the brand relationships.
But data alone doesn't create experiences.
Consumers were still navigating fragmented shopping journeys — bouncing between apps, manually searching for deals, and receiving generic promotions that felt disconnected from their actual preferences. The gap between what retailers knew about their customers and what customers actually experienced was enormous.
The client's vision was ambitious: transform passive transaction data into active, personalized engagement. They wanted to build a platform where consumers could simply talk to their shopping experience — ask for recommendations, discover stores, track spending, and receive offers tailored to their lives.
The challenge was that in late 2023, the tools to build this didn't fully exist yet.
Large language models couldn't reliably call external functions. Voice-to-voice AI was experimental at best. Building a "digital twin" of each customer — storing preferences, relationships, birthdays, dietary restrictions — required custom architecture that no off-the-shelf solution could provide.
The client needed a partner who could build the future before the industry caught up.
Solution
A conversational commerce platform built from first principles.
Ionio became the sole AI and mobile development partner for the project. We took ownership of everything on the consumer-facing side — from the machine learning models powering personalization to the Flutter applications users would interact with daily.
The platform we built had three core layers:
1. Conversational AI Engine
At the heart of the system was a custom conversational interface that went far beyond simple Q&A. Users could ask natural questions like "Show me stores that sell formal white shirts nearby" or "What are some keto-friendly restaurants in this mall?" — and receive intelligent, contextual responses.
We implemented function calling months before major model providers made it standard. Our architecture used a dual-model approach: one model handled natural conversation, while another determined when to invoke specific tools — searching inventory, checking locations, pulling loyalty data, or triggering recommendations.
This wasn't a chatbot. It was a shopping co-pilot.
2. Digital Twin Architecture
Personalization requires memory. We built a digital twin system that created an internal profile for every user — not just their purchase history, but their preferences, relationships, dietary restrictions, and life events.
The platform would learn that a user preferred sustainable brands, had a partner with a birthday in March, followed a gluten-free diet, and typically shopped on weekends. This information powered everything from product recommendations to promotional timing.
Critically, this data stayed within the platform. Brands received relevance, not raw personal information.
3. Intelligent Product Catalog
Retail inventory data is messy. Products often arrive with nothing more than a title and SKU code — no descriptions, no nutritional information, no proper categorization.
We built an AI-powered catalog system that automatically enriched product data. The system would source nutritional information, generate descriptions, pull relevant images, and create the tagging infrastructure needed for intelligent recommendations. Every brand, category, and subcategory was mapped so the conversational engine could make relevant suggestions.
For F&B, we curated restaurants by cuisine type, dietary options (halal, kosher, keto-friendly, gluten-free), and proximity — turning a simple "I'm hungry" into a personalized dining recommendation.
Approach
Enterprise delivery across a multi-stakeholder environment.
This wasn't a standalone project. We operated within a complex enterprise ecosystem — coordinating with design teams, backend developers, and the client's internal product organization. Our role required both technical depth and operational discipline.
Phase 1: Foundation
We began by mapping the existing infrastructure. The client had a legacy codebase spanning nearly a decade, along with established relationships with payment systems, loyalty platforms, and delivery partners. Our first task was understanding what we could leverage and what we needed to build from scratch.
We established integration patterns with existing REST APIs, mapped data flows from transaction systems, and identified gaps where custom ML models would be required.
Phase 2: AI Development
With the architecture defined, we moved into model development. This phase included:
Recommendation models trained on purchase behavior and user preferences
Personalization engines that factored in location, weather, events, and personal milestones
Vector search systems for knowledge base lookups across product catalogs
Voice-to-voice processing for hands-free conversational experiences
We also integrated with external data sources — pulling real-time information to enrich responses when internal data wasn't sufficient.
Phase 3: Mobile Implementation
Our mobile team took design specifications and translated them into production-ready Flutter applications. Over the course of the engagement, we implemented 41+ screens covering:
Onboarding and authentication
Conversational interface with classic UI components
Cart management and checkout flows
Order tracking and delivery coordination
Spending analysis and loyalty dashboards
Customer support integration
We deployed to both the App Store and Play Store, handling optimization, security, and compliance requirements for enterprise-grade distribution.
Phase 4: Integration and Scale
The final phase focused on connecting every component into a cohesive experience. We integrated with delivery partners for last-mile fulfillment, payment systems for transactions, and the client's B2B platform for merchant coordination.
Throughout, we built for scale. The architecture was designed to handle two million monthly users and over one million products — with the infrastructure to grow beyond those numbers as the platform expanded.
Results
From concept to production in a complex enterprise environment.
Over six months, we delivered a complete consumer-facing platform that brought conversational AI to retail at a scale few had attempted.
Technical outcomes:
Full conversational AI engine with custom function calling — implemented before this capability became standard in major models
Digital twin system capturing user preferences, relationships, and behavioral patterns
AI-powered catalog enrichment processing over one million products
Voice-to-voice conversational experience on mobile
Production applications deployed on iOS and Android
Operational outcomes:
Seamless coordination across multiple vendor teams and stakeholders
Integration with legacy systems spanning nearly a decade of development
Enterprise-grade security and compliance standards met
Platform architecture validated for 2M+ user scale
What we learned:
Building at the frontier means building your own tools. When we started this project, the capabilities we needed didn't exist in off-the-shelf solutions. We had to architect function calling, design memory systems, and create personalization engines from first principles.
That constraint became our advantage. By building custom, we created a platform precisely fitted to retail's unique requirements — not a generic AI layer bolted onto existing infrastructure.
The project demonstrated that conversational commerce isn't a future concept. With the right architecture and the willingness to build what doesn't yet exist, it's possible today.
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Video Testimonials
Hear it straight from the founders we’ve worked with.”
"Ionio...they clicked right away... Rohan was able to execute perfectly."
"Working with Ionio was a game-changer for our company. Their team's expertise and professionalism elevated our software to new heights. From cleaning up our codebase to implementing advanced CI/CD processes, they exceeded our expectations. Communication was seamless, and their dedication to quality is unparalleled. I highly recommend Ionio for anyone seeking top-notch software development services."
Shaun Brown
Orbit Metrics - Founder & CEO
"Working with Ionio was a pivotal decision for our startup journey. Their audacity and professionalism, coupled with their responsiveness, made them an indispensable partner in swiftly delivering our MVP. Despite the time zone challenges, their effective communication ensured smooth problem-solving. Ionio's stoicism in facing inevitable challenges and their commitment to excellence truly sets them apart. I would gladly collaborate with them again on future ventures."
Michael Guimarin
Wordout - Founder & CEO
"Working with Rohan and his team at Ionio, has been a fantastic experience for GrowthLab Limited. We do b2b cold outreach, so we book sales meetings for our clients through cold email. I had an idea for a campaign and I didn't know how to figure it out at all. Rohan quickly understood my requirements. The professionalism and efficiency displayed by Rohan and his team were impressive. The communication was clear, and the work was presented well. Rohan's ability to bridge the gap between technical and non-technical individuals was crucial.I highly recommend working with Rohan for any technical projects. His understanding of both the technical aspects and the needs of non-technical individuals is unparalleled. If you're looking for someone who can deliver excellent results and provide a seamless experience, Ionio is the perfect choice."
Eanna Mac Gearailt
GrowthLab growthlab.ie
"Ionio are true professionals. Rohan took the time to understand our business needs, helped us setup an efficient cold emailing automation system, and patiently walked us through the entire process. It is rare to find a company that is as transparent, reliable, and committed as Ionio. Highly recommend!"
Jared AE
Winchester College
"Working with Rohan and the team at Ionio has been an exceptional experience for us. From their super responsiveness to their personable approach, they've exceeded our expectations. They built us a wonderful MVP that we were able to take to market and really grow from there. I highly recommend working with them."
Reid Chong
Dex - Co-Founder
"Choosing Ionio for our software development needs was one of the best decisions we've made. Rohan and his team not only understood our requirements but also brought invaluable insights and ideas to the table. The ROI on our investment with Ionio has been exceptional, yielding multiple six figures in revenue. Their professionalism, dedication, and innovative solutions have truly set them apart. I wholeheartedly recommend Ionio to anyone seeking reliable and efficient development partners."
Alexander Pryor
PSA 10 Invesment Group - Co-Founder
"Working with Ionio has been a game changer for my business. I can be confident that what I need to happen, happens. The way they can take my vision and turn it into a reality better than I imagined is second to none. To top it off.. their communication is always quick and on time. Do not sleep on these guys!"
Thomas Manwaring
Hypemail - Founder & CEO
"We’ve had the opportunity of working with best full stack software engineering company in the biz. Ionio makes it happen. They go above and beyond in everything they do. We’re honestly not sure when they sleep, but we’re grateful they’ve treated our project as if it was their own. Crushing deadlines, exceeding expectation, and attention to detail are all things that we consistently experience with Ionio. They’ve taken our vision and gave it the Ionio touch. They make the seemingly impossible, possible. Love working with this crew! Awesome group!"
Greg Warner
Revvy - Founder
"Ionio exceeded our expectations in every aspect of building our MVP. Their ability to understand our vision, fill in the gaps in our requirements, and deliver a high-quality product within a tight timeline was truly impressive. The team's professionalism and dedication shone through, especially during the stressful launch period, where their round-the-clock support and quick resolution of issues were invaluable. With Ionio's expertise, we not only launched a successful MVP but also gained confidence in our product's potential. Working with Ionio was a game-changer for our startup journey!"
Brad Milne
SupplierHQ - Co-Founder
"Ionio is a good partner for startups because they are willing to work with the client throughout the entire development process. This was essential for me as I didn't have a lot of experience building software products."
"Ionio is willing to take the time to understand the client's needs and build a product that meets their specific requirements. This was invaluable to me as I was starting out and didn't have a clear vision for what the final product should look like."
Ryan Samii
Standard Draft - Founder & CEO
"I had the pleasure of working with Rohan and his team, and it was a truly enlightening experience. They guided us through a thorough Discovery phase, asking the right questions and genuinely listening to our needs. What impressed me the most was their ability to understand our concept and transform it into something concrete. They provided what we needed, not just what we asked for.
The collaboration involved creating flow diagrams and a first draft proof of concept, showcasing their capabilities. This allowed us to propose the idea to clients and gauge its viability.
Ionio's creativity and willingness to challenge our concepts were outstanding. They provided valuable guidance and made the creative process exciting.I highly recommend Ionio for their expertise, professionalism, and ability to turn ideas into tangible solutions."
Eric Bort
ClearlyTrained - Founder & CEO
"We needed to automate our monthly internal workflow to save time. I found Rohan, and his communication was excellent. They understood our needs, budget constraints, and North American business practices. We collaborated on the project workflow using flowcharts, Loom videos, and a Google Sheets mock-up. Rohan quickly understood and improved upon my ideas. They were transparent about pricing, timelines, and obstacles we faced. The fixed price agreement gave us peace of mind.
Ionio delivered the software on time and adapted to changes in our workflows. They were committed to project success and building a long-term relationship. The software saves us around 100shrs/ month and eliminates the need for virtual assistants. It streamlines our processes and facilitates scaling.
I highly recommend reaching out to Ionio for their exceptional work. Thank you, Rohan and Ionio!"
Jake Valentine
DealFlow - Founder
"Shout out to Rohan & the team at Ionio for their flawless communication and outstanding work on our SaaS project. We were facing a payment problem in the influencer agency space and needed technical talent…Rohan's communication was excellent, and he even suggested valuable improvements for our product. We provided designs and core functionality, and within eight weeks, they helped us ship our MVP. Rohan & the team at Ionio were proactive in debugging and implementing fixes. It was an incredible experience working with them.
I highly recommend Ionio for AI and SaaS projects. Thank you!"
Dean Sloves
PayBatch - Founder & CEO
"We consulted with the lonio team on a crucial piece of Infrastructure we were blocked on. In Just 2 sessions, they were able to unblock us and helped save thousands $$$. In trial and error cost. lf you're a bootstrapped SaaS founder. it's easy to skip critical infrastructure decisions that impact the long-term health of your software. This knowledge is usually very costly (either in time or in dev cost), so consulting with someone like Rohan and his team is a no-brainer if you need clarity on to what the best steps forward are. Do it even before you start coding, or as soon as possible! Bonus: Rohan is always happy to extend sessions and truly help out."
Yash Chavan
Saral - Founder & CEO
"Ionio has been exceptional. They have been accommodating with cultural and language barriers, and their availability during our working hours has made communication seamless. They provided valuable expertise and suggestions for our product roadmap. They consistently deliver on time with minimal bugs. Overall, Ionio has been the perfect partner for our outsourced development needs, and we look forward to continuing our collaboration in the future."
TJ Grottfried
Veerview - Founder & CEO
"Ionio has been a trusted partner to Recommendify for the last year. Their CEO Rohan is an invaluable source of advice on emerging technology trends and building remote teams in a cost-effective way."
Evan Dempsy
Recommendify - CEO
Rohan Sawant, the CEO of Ionio does excellent consulting work for my business. I can't say enough good things about him and his team of associates. He's a great guy to work with and he works hard for us. He has extensive technical knowledge of Web Development, Programming & Online Marketing. He's is always organized, responsive and accountable. He takes pride in his work and is highly motivated. He's a talented guy with a good work ethic. I could recommend him for all sorts of work and know he would do a good job.
Michael Stewart
US Commercial Photography Business Owner
The Ionio team is just fire. Want something done fast? “Yep Yep”. Want something cool and innovative? “We can do that”. Nothing is beyond their reach. They are available to chat, strategize and revise. Simply put - they get it done and we enjoy working with them. Great people!
Brooke D. Daye
FIT24 - Founder & CEO
Rohan and his team definitely know what they're talking about when it comes to building software. As an engineer myself, I can totally vouch for Rohan and his team! They're not one of those devs where they fuck you over with overpriced quotes and crappy made projects. Man really knows how to deliver, and most importantly -- executing fast on that.
Kristian Ivanov
Influetize
Holy SMOKES! I had the pleasure of getting to meet with Rohan and he patiently walked me through a ton of answers I've had about the SaaS game and the technical side of SaaS (where I'm most in the dark). Extremely helpful, sharp, highly recomended!
Brittany McDaniel
Text An Offer - CEO
I reached out to Rohan when I was looking for a development agency to build a SaaS for me. He was able to come up with the basic architecture within like 30 minutes then quickly sent over a technical overview, cost estimate, risks, limitations and more. Rohan even went out of his way to research and refer me to a few relevant projects - all based off a short description I gave Rohan of what I wanted. I was impressed by not only his technical proficiency but also his speed and transparency. Rohan knows his tech, I'd. happily trust him to build a SaaS for me any day.
Steve Caruso
CEO - Cold Email Champs
I am a follower of Rohan on Twitter and I was always impressed by how well he understood SaaS. I was curious and had some questions about services and how he validates product ideas. I jumped on a call with Rohan at Ionio. I was impressed by Rohan's experience and advice he gave me on idea validation. If you are looking to get a SaaS or an App built, I would happily trust guys over at Ionio
Krisztian Gyuris
Kadabra Labs
Rohan (& the team) at Ionio provided excellent consulting on the development of our software application process coupled with insights into customer success and application. He inquired, listened, and provided solutions to help me, with selfless regard only for my own interest. If there is anyone interested in building software to help themselves or their customers' success, Rohan is the man for the job.
Ian Baun
Founder, Olexicon
"If you're in the exploratory, initial phase of your App Development venture, I highly encourage Rohan & the team at Ionio as a guide to walk you through it. They are the kind of personalities you need right now."
"Communication with Rohan is always warm, straightforward, and based on bidirectional trust that money just cannot buy. If you cannot afford to get it wrong the first time, you should go with Rohan."
SaaS Tux
CEO
I have had the delight and pleasure to be acquainted with Rohan Sawant over the past few years… He has made valuable contributions to the online community that we are both members… The projects that I have seen him work on have beencommunicated in a fashion that provokes interest and further questions… There is also the willingness to ask for information from other areas, and incorporateimportant concepts into his projects… I look forward to the continuing progress of Rohan's work – this is one to watch.
Arlene Andrews
Context Tester / Writer
I had a new idea for a SaaS and was looking to validate the idea. I came across Rohan and we outlined some plans to get from A to B faster. Saving me a couple of days of planning, priceless.
SaaS Sniper
I approached Rohan for his suggestion regarding an issue I was trying to resolve. He has responded pretty soon and suggested few changes in the code which worked out in resolving the issue. He has good knowledge of various aspects of Web frameworks in Python. Thank you for your response and suggestions.
Naren Vema
Lead Developer at National Collateral Management Services
Not many people can be so efficient and helpful as Rohan was. He is knowledgeable and a pleasure to work with. When I was going through the hardships of my current project, he was somebody that I trusted and looked toward for guidance and advice. His overall presence had a positive impact on my work along with my individual knowledge. He helped me in understanding Azure infrastructure and many more. I'm sure he'll be an asset to any organization he joins.
Chaitanya Lakshmi Indukuri
AWS Certified Solutions Architect
I had an issue with AWS Kinesis Video Stream SDK CPP library for compiling and building G Streamer plugin for kinesis video stream service. I found that Rohan was one of the contributor for the library and I hit him up for a solution. With his great python knowledge and experience using docker, he suggested me the best solution that I could get for the problem. He was really responsive and professional in his way of explaining on how to tackle the issue.
Harkirat Grewal
Student Researcher at WIMTACH
Rohan has an extremely strong grasp over the intricacies, complexities, and Challenges of working with Deep Learning, Machine Learning, and Software in general. I reached out to Rohan when I needed help with an OpenCV Python issue I was having trouble with. He was surprisingly excited to help me with it, Rohan was able to fix something less than an hour. He even went on to answer my corresponding Stack Overflow. So that others could benefit from it as well. Rohan is technically strong, a real people person and someone whom I can see myself collaborating with for several projects to come in the near future.
Sajjad Rostami
PhD in AI
Working with the Ionio team has been incredible. They took our complex, undocumented codebase and turned it into a clean, production-ready system with proper CI/CD, testing, and documentation. Their technical depth and professionalism raised the bar for our own internal standards. Despite limited time zone overlap, communication was seamless, with constant progress updates and zero blockers. I fully trust and rely on the team for all future projects.
Shaun Brown
Orbit Metrics - Founder & CEO
Working with the team was an outstanding experience from day one. They helped us move from concept to a full SaaS MVP in just six weeks and kept iterating rapidly from there. Communication was clear despite the time zone gap, and their responsiveness during critical moments was exceptional. The project management and professionalism made development smooth and fast. I’d absolutely collaborate with this team again for future products.
Michael Guimarin
Wordout - Founder & CEO
We'd be happy to refer your work in future.
Anshula Chowdhury
Social Asset Measurements - Toronto, Ontario
Working with the team was an incredible experience from start to finish. They understood my idea instantly and delivered a solution before our first call. Communication was smooth, and their professionalism stood out throughout the project. What impressed me most was how effortlessly they bridged the gap between technical and non-technical understanding. I couldn’t recommend them more highly for anyone building something impactful.
Eanna Mac Gearailt
GrowthLab growthlab.ie
"Ionio are true professionals. Rohan took the time to understand our business needs, helped us setup an efficient cold emailing automation system, and patiently walked us through the entire process. It is rare to find a company that is as transparent, reliable, and committed as Ionio. Highly recommend!"
Jared AE
Winchester College
Working with the Ionio team has been an absolute pleasure. They built a solid MVP that helped us quickly go to market and scale. Communication was seamless across time zones — always quick, responsive, and collaborative on Slack and WhatsApp. The team consistently delivered high-quality work and made the entire process effortless. I’d fully recommend them to anyone looking for a reliable, world-class tech partner.
Reid Chong
Dex - Co-Founder
Ionio worked on our US hours with daily Slack updates — no timezone friction and no black-box surprises.Rohan already knew the pieces; they shipped a handwriting model and data-sourcing system in a couple weeks.That pipeline let us target the right prospects, acquire several assets, and generate multiple six-figure revenue on a $5–10k spend.
Alexander Pryor
PSA 10 Invesment Group - Co-Founder
Working with the Ionio team has been an incredible experience. They instantly understood my vision and turned my SaaS idea into a clean, user-friendly product that exceeded expectations. The team is fast, reliable, and always meets deadlines without compromising quality. They made even complex transitions, like a SaaS acquisition, feel smooth and stress-free. I’d recommend them to anyone looking for a talented, trustworthy development partner.
Thomas Manwaring
Hypemail - Founder & CEO
Working with the team has been nothing short of amazing. They took my concept, understood it deeply, and turned it into a working SaaS in just eight weeks. The process was smooth, communication effortless, and results exceptional. Their attention to detail and speed made everything feel easy. I genuinely trust them with every part of my product journey.
Greg Warner
Revvy - Founder
We'd be happy to refer your work in future.
Anshula Chowdhury
Social Asset Measurements - Toronto, Ontario
"Ionio exceeded our expectations in every aspect of building our MVP. Their ability to understand our vision, fill in the gaps in our requirements, and deliver a high-quality product within a tight timeline was truly impressive. The team's professionalism and dedication shone through, especially during the stressful launch period, where their round-the-clock support and quick resolution of issues were invaluable. With Ionio's expertise, we not only launched a successful MVP but also gained confidence in our product's potential. Working with Ionio was a game-changer for our startup journey!"
Brad Milne
SupplierHQ - Co-Founder
"Ionio is a good partner for startups because they are willing to work with the client throughout the entire development process. This was essential for me as I didn't have a lot of experience building software products."
"Ionio is willing to take the time to understand the client's needs and build a product that meets their specific requirements. This was invaluable to me as I was starting out and didn't have a clear vision for what the final product should look like."
Ryan Samii
Standard Draft - Founder & CEO
"I had the pleasure of working with Rohan and his team, and it was a truly enlightening experience. They guided us through a thorough Discovery phase, asking the right questions and genuinely listening to our needs. What impressed me the most was their ability to understand our concept and transform it into something concrete. They provided what we needed, not just what we asked for.
The collaboration involved creating flow diagrams and a first draft proof of concept, showcasing their capabilities. This allowed us to propose the idea to clients and gauge its viability.
Ionio's creativity and willingness to challenge our concepts were outstanding. They provided valuable guidance and made the creative process exciting.I highly recommend Ionio for their expertise, professionalism, and ability to turn ideas into tangible solutions."
Eric Bort
ClearlyTrained - Founder & CEO
"We needed to automate our monthly internal workflow to save time. I found Rohan, and his communication was excellent. They understood our needs, budget constraints, and North American business practices. We collaborated on the project workflow using flowcharts, Loom videos, and a Google Sheets mock-up. Rohan quickly understood and improved upon my ideas. They were transparent about pricing, timelines, and obstacles we faced. The fixed price agreement gave us peace of mind.
Ionio delivered the software on time and adapted to changes in our workflows. They were committed to project success and building a long-term relationship. The software saves us around 100shrs/ month and eliminates the need for virtual assistants. It streamlines our processes and facilitates scaling.
I highly recommend reaching out to Ionio for their exceptional work. Thank you, Rohan and Ionio!"
Jake Valentine
DealFlow - Founder
We'd be happy to refer your work in future.
Anshula Chowdhury
Social Asset Measurements - Toronto, Ontario
"Shout out to Rohan & the team at Ionio for their flawless communication and outstanding work on our SaaS project. We were facing a payment problem in the influencer agency space and needed technical talent…Rohan's communication was excellent, and he even suggested valuable improvements for our product. We provided designs and core functionality, and within eight weeks, they helped us ship our MVP. Rohan & the team at Ionio were proactive in debugging and implementing fixes. It was an incredible experience working with them.
I highly recommend Ionio for AI and SaaS projects. Thank you!"
Dean Sloves
PayBatch - Founder & CEO
We'd be happy to refer your work in future.
Anshula Chowdhury
Social Asset Measurements - Toronto, Ontario
"We consulted with the lonio team on a crucial piece of Infrastructure we were blocked on. In Just 2 sessions, they were able to unblock us and helped save thousands $$$. In trial and error cost. lf you're a bootstrapped SaaS founder. it's easy to skip critical infrastructure decisions that impact the long-term health of your software. This knowledge is usually very costly (either in time or in dev cost), so consulting with someone like Rohan and his team is a no-brainer if you need clarity on to what the best steps forward are. Do it even before you start coding, or as soon as possible! Bonus: Rohan is always happy to extend sessions and truly help out."
Yash Chavan
Saral - Founder & CEO
"Ionio has been exceptional. They have been accommodating with cultural and language barriers, and their availability during our working hours has made communication seamless. They provided valuable expertise and suggestions for our product roadmap. They consistently deliver on time with minimal bugs. Overall, Ionio has been the perfect partner for our outsourced development needs, and we look forward to continuing our collaboration in the future."
TJ Grottfried
Veerview - Founder & CEO
We'd be happy to refer your work in future.
Anshula Chowdhury
Social Asset Measurements - Toronto, Ontario
"Ionio has been a trusted partner to Recommendify for the last year. Their CEO Rohan is an invaluable source of advice on emerging technology trends and building remote teams in a cost-effective way."
Evan Dempsy
Recommendify - CEO
Rohan Sawant, the CEO of Ionio does excellent consulting work for my business. I can't say enough good things about him and his team of associates. He's a great guy to work with and he works hard for us. He has extensive technical knowledge of Web Development, Programming & Online Marketing. He's is always organized, responsive and accountable. He takes pride in his work and is highly motivated. He's a talented guy with a good work ethic. I could recommend him for all sorts of work and know he would do a good job.
Michael Stewart
US Commercial Photography Business Owner
The Ionio team is just fire. Want something done fast? “Yep Yep”. Want something cool and innovative? “We can do that”. Nothing is beyond their reach. They are available to chat, strategize and revise. Simply put - they get it done and we enjoy working with them. Great people!
Brooke D. Daye
FIT24 - Founder & CEO
We'd be happy to refer your work in future.
Anshula Chowdhury
Social Asset Measurements - Toronto, Ontario
Rohan and his team definitely know what they're talking about when it comes to building software. As an engineer myself, I can totally vouch for Rohan and his team! They're not one of those devs where they fuck you over with overpriced quotes and crappy made projects. Man really knows how to deliver, and most importantly -- executing fast on that.
Kristian Ivanov
Influetize
Holy SMOKES! I had the pleasure of getting to meet with Rohan and he patiently walked me through a ton of answers I've had about the SaaS game and the technical side of SaaS (where I'm most in the dark). Extremely helpful, sharp, highly recomended!
Brittany McDaniel
Text An Offer - CEO
I reached out to Rohan when I was looking for a development agency to build a SaaS for me. He was able to come up with the basic architecture within like 30 minutes then quickly sent over a technical overview, cost estimate, risks, limitations and more. Rohan even went out of his way to research and refer me to a few relevant projects - all based off a short description I gave Rohan of what I wanted. I was impressed by not only his technical proficiency but also his speed and transparency. Rohan knows his tech, I'd. happily trust him to build a SaaS for me any day.
Steve Caruso
CEO - Cold Email Champs
I am a follower of Rohan on Twitter and I was always impressed by how well he understood SaaS. I was curious and had some questions about services and how he validates product ideas. I jumped on a call with Rohan at Ionio. I was impressed by Rohan's experience and advice he gave me on idea validation. If you are looking to get a SaaS or an App built, I would happily trust guys over at Ionio
Krisztian Gyuris
Kadabra Labs
Rohan (& the team) at Ionio provided excellent consulting on the development of our software application process coupled with insights into customer success and application. He inquired, listened, and provided solutions to help me, with selfless regard only for my own interest. If there is anyone interested in building software to help themselves or their customers' success, Rohan is the man for the job.
Ian Baun
Founder, Olexicon
Rohan helped me find my first 10 customers by re-positioning my SaaS into a white-glove service first. This let me get value directly to the customer first without having to spend 6 months building a product in the dark. If you're running a SaaS, I would highly encourage you to chat with Rohan!
Brittany McDaniel
Text An Offer - CEO
"If you're in the exploratory, initial phase of your App Development venture, I highly encourage Rohan & the team at Ionio as a guide to walk you through it. They are the kind of personalities you need right now."
"Communication with Rohan is always warm, straightforward, and based on bidirectional trust that money just cannot buy. If you cannot afford to get it wrong the first time, you should go with Rohan."
SaaS Tux
CEO
I have had the delight and pleasure to be acquainted with Rohan Sawant over the past few years… He has made valuable contributions to the online community that we are both members… The projects that I have seen him work on have beencommunicated in a fashion that provokes interest and further questions… There is also the willingness to ask for information from other areas, and incorporateimportant concepts into his projects… I look forward to the continuing progress of Rohan's work – this is one to watch.
Arlene Andrews
Context Tester / Writer
I had a new idea for a SaaS and was looking to validate the idea. I came across Rohan and we outlined some plans to get from A to B faster. Saving me a couple of days of planning, priceless.
SaaS Sniper
I approached Rohan for his suggestion regarding an issue I was trying to resolve. He has responded pretty soon and suggested few changes in the code which worked out in resolving the issue. He has good knowledge of various aspects of Web frameworks in Python. Thank you for your response and suggestions.
Naren Vema
Lead Developer at National Collateral Management Services
I had an issue with AWS Kinesis Video Stream SDK CPP library for compiling and building G Streamer plugin for kinesis video stream service. I found that Rohan was one of the contributor for the library and I hit him up for a solution. With his great python knowledge and experience using docker, he suggested me the best solution that I could get for the problem. He was really responsive and professional in his way of explaining on how to tackle the issue.
Harkirat Grewal
Student Researcher at WIMTACH
Not many people can be so efficient and helpful as Rohan was. He is knowledgeable and a pleasure to work with. When I was going through the hardships of my current project, he was somebody that I trusted and looked toward for guidance and advice. His overall presence had a positive impact on my work along with my individual knowledge. He helped me in understanding Azure infrastructure and many more. I'm sure he'll be an asset to any organization he joins.
Chaitanya Lakshmi Indukuri
AWS Certified Solutions Architect
Rohan has an extremely strong grasp over the intricacies, complexities, and Challenges of working with Deep Learning, Machine Learning, and Software in general. I reached out to Rohan when I needed help with an OpenCV Python issue I was having trouble with. He was surprisingly excited to help me with it, Rohan was able to fix something less than an hour. He even went on to answer my corresponding Stack Overflow. So that others could benefit from it as well. Rohan is technically strong, a real people person and someone whom I can see myself collaborating with for several projects to come in the near future.
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