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Deploy a shadow instance with your own parameters.

The Challenge



In the current landscape of SaaS, feature density has become a liability. The goal was to create a "Zero-UI" experience that still delivers maximum value without the cognitive load.

Market Signal

"8 out of 10 retail companies are actively piloting Generative AI to replace manual workflows."

ARCHITECTURE.PDF

Technical Solution

Data Ingestion Layer

Real-time vector embedding of product catalogs and historical transaction data.

Inference Engine

Fine-tuned LLM models running on private instances to ensure data sovereignty.

Implementation Process

Week 1: Discovery

Ingesting historical logs and mapping API endpoints.

Week 4: Live Pilot

Controlled rollout to 5% of traffic with human-in-the-loop guardrails.

Velocity

Typical time-to-value is 24 days.

Results & ROI

Performance Telemetry

Live

Financial Impact

Net Margin
+12%
OpEx Reduction
-24%
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