$30M+ Partnerships Closed

AI Solutions Architect & Enterprise
Proof-of-Concept Development

RAG pipelines. Agentic workflows. LangChain orchestration.
Measured evaluations in 48 hours, not 6 months.

≥85%
Faithfulness Score
48hr
First Prototype
≤8s
P95 Latency
90%
Citation Coverage

We build production-ready AI prototypes with OpenAI, Anthropic Claude, and open-source LLMs. Specializing in vector databases (Pinecone, Weaviate), evaluation frameworks (RAGAS, TruLens), and enterprise orchestration (LangChain, LangGraph, CrewAI). Every artifact ships with measured metrics.

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The Hidden Cost of Failed POCs

Why Enterprise AI Pilots
Fail Before Production

After closing $30M+ in enterprise partnerships, we've documented the exact technical validation gaps that kill AI initiatives

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No Evaluation Metrics

POCs ship without RAGAS implementation. No faithfulness scores, no hallucination tracking, no citation coverage metrics. Compliance teams reject deployment.

Missing: RAGAS Missing: TruLens
⏱

6-Month Evaluation Cycles

Engineering backlogs push LangChain implementations to next quarter. No dedicated ML engineers for prototypes. Stakeholder enthusiasm evaporates before value is proven.

Avg: 6-12 months
❌

Opaque RAG Systems

Vector databases (Pinecone/Weaviate) without retrieval transparency. No citation tracking, no audit trails. Security teams block production deployment immediately.

No Citations No Audit Trail

Our Alternative: Measured Prototypes in 48 Hours

We ship production-ready AI prototypes with complete evaluation harnesses. Every metric measured, documented, and optimized for enterprise deployment.

See Our Method