AI Development
Your AI feature is a demo. We make it a product.
LLM integrations, RAG pipelines, agentic workflows, eval harnesses. We take AI from “works in a notebook” to running in production with real users.
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Your demo works. Your product doesn’t.
The AI feature looks great in a notebook or a Loom video. But it hallucinates with real data, costs too much per query, or takes 30 seconds to respond. We fix the gap between demo and production.
Your team hasn’t shipped AI before.
Strong engineers, but LLM systems are a different animal. Prompt engineering, token economics, eval-driven development, retrieval tuning — it’s a new set of skills. We bring them.
You need it shipped this quarter.
The board wants AI in the product. The roadmap says Q2. Your team is already stretched. We plug in and deliver the AI feature while your team keeps the lights on.
What we build
LLM Integration
Connect foundation models to your product with proper prompt engineering, token management, streaming, fallbacks, and cost controls. Not a wrapper around ChatGPT — production-grade plumbing.
RAG Pipelines
Retrieval-augmented generation that actually returns relevant results. We handle chunking strategies, embedding models, vector stores, and the re-ranking layer most teams skip.
Agentic Workflows
Multi-step AI systems with tool calling, planning, and autonomous execution. Built with proper guardrails, observability, and human-in-the-loop checkpoints.
Eval Harnesses
You can’t ship what you can’t measure. We build evaluation pipelines so you know when your AI is working, when it’s drifting, and when it’s wrong.
Where we've shipped AI
LENNS
Law Enforcement Data Suite
Built a data operations hub with AI-powered case search and automated situational alerts that unifies data across agency systems.
AirXos / GE Aerospace
Drone Operations Platform
Led R&D and engineering on drone operations tools \u2014 FAA compliance, mission coordination, and search & rescue support with real-time data processing.
Need AI that works in production? Let's talk.
30-minute call with an engineer, not a salesperson. We’ll talk through the problem, the fastest path forward, and whether we’re the right fit.
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