Ionio

Solutions

Services01AI Wedge DiscoveryFind the feature competitors can't copy.02The Full TransformationDiscovery to shipped product. One quarter.03AI Evolution PartnershipQuarterly retainer. Stay ahead of the market.Explore all services →Lighthouse Components

Component 01Prescriptive Intelligence

Component 02MicroSegments

Component 03Retail Embedding Classifier

Component 04Smart Product Bundling

Component 05Visual Search Pipeline

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Case Studies

35+ Projects Delivered

Retail PlatformTurning Legacy Platforms into AI-Native Competitors

SupplierHQFrom "Idea" to "Cash-Flowing SaaS Asset" in 8 Weeks

Dispute DineAutomating a Manual Consulting Workflow into SaaS

PumiceTransforming "Passive Databases" into Revenue Drivers

MicroSegmentsEnabling "Enterprise-Grade" Personalization for SaaS

Retention AIBuilding the Churn Prevention Module Merchants Need

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Research

Technical Articles · 100+ Posts01 · FeaturedFine-Tuning an Embedding Model to Solve Retail MisclassificationA hands-on guide to fixing product misclassification with custom embeddings.02Caching, Model Selection & Cost Strategies: Saving ~50% on OpenAI API03Leveraging LLMs for Hyper-Personalized Offer GenerationView all articles →White Papers · Strategic Briefings

The Omnisend Bet

Strategic BriefingWhy the Next Three Years Will Decide the Next Thirty

Strategic BriefingWhere AI Meets Your Customer Before You Do

View all white papers →Research · 3 PapersPreprint · Jan 2026Author-Style Steering via Contrastive Activation VectorsP. Patel, E.S. ManideepPreprint · Sep 2025Quantized LLM Benchmark Study 2025P. Patel, E.S. ManideepPreprint · Jul 20252025 Edge Speech-to-Text Model BenchmarkP. Patel, E.S. ManideepView all research →

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The Ionio Ledger

Here's What It Looked Like for Our Clients

AI we've built, shipped, and watched move revenue. Every engagement below is a real system in production, not a slide deck.

35+Projects

12Industries

5 yrsBuilding AI

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