AI Systems
Add real AI features to the product you already have.
We add language-model features to existing products in a way that is reliable, safe, and affordable to run, not a demo that breaks in front of real users.
[ The problem ]
Bolting an LLM onto a product is easy to prototype and hard to ship. Without retrieval, guardrails, and evaluation it hallucinates, leaks, or quietly runs up a huge bill.
[ What we build ]
LLM Integration
- The right model for the job, open-source or hosted
- Retrieval so answers are grounded in your real data
- Guardrails against unsafe or fabricated output
- Evaluation so you can measure quality before you ship
- Caching and routing to keep costs predictable
[ How we approach it ]
We design the retrieval and guardrails around your data, evaluate quality against real cases, and tune routing and caching so the feature is both trustworthy and affordable at scale.
[ The outcome ]
Your AI features are grounded, safe, and measurable, and you know what they cost to run before they reach production.
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