Key Business Impact

Created production-ready AI decision engine and net-new revenue stream; launched faster than internal estimates.

Project Overview

Production-ready AI engine for marketing attribution, campaign analysis, and cohort reasoning using agentic analytics patterns.

Case Study & Delivery

Delivered end-to-end from accelerator to production, building AI-powered campaign analysis with executive insight generation.

Consulting Assessment & Strategy

As an AI consultant, the primary focus for this project was to establish a production-grade infrastructure that balances LLM performance, response latency, and system cost. This was achieved by introducing specific design patterns:

  • Agentic Orchestration: Decoupling tasks into dedicated specialized agents to reduce complexity and improve reasoning accuracy.
  • Custom Model Routing: Routing simple tasks to lightweight tier-2 models (e.g. AWS Nova Flash / Sonic) and reserving heavy reasoning for flagship models.
  • Security & Compliance Guardrails: Integrating strict input/output verification steps to prevent PII exposure and prompt injections.