AI that ships to production.
Most AI never leaves the demo. We build RAG systems, agents, and automation that survive real users — with evaluation, observability, and cost control built in.
The demo-to-production gap
A working demo is 10% of the job. Shipping AI that's accurate, affordable, and trustworthy at scale is where most projects stall — and where we focus.
Demos don't equal products
A prompt that works once isn't a feature. We build the evaluation, error handling, and fallbacks that make AI reliable for every user, every time.
Costs spiral silently
Token usage compounds fast. Without caching, routing, and budgets, a popular feature becomes an unaffordable one. We engineer cost in from day one.
Hallucination kills trust
One confident wrong answer erodes user trust. We ground responses in your data, cite sources, and add guardrails so the model stays honest.
No visibility into quality
If you can't measure accuracy, you can't improve it. We instrument every request so quality and drift are observable, not guesswork.
AI capabilities we deliver
How we keep AI honest
We instrument every AI feature so you can see exactly what it costs, how accurate it is, and when it's drifting — before your users do.
AI projects we've shipped
AI Support Agent
RAG-based agent resolving 68% of tickets autonomously, with zero escalation errors.
Knowledge Assistant
RAG over 2.4M internal documents, cutting analyst research time by half.
Exam Proctoring AI
Behavioral detection with 99.2% accuracy and zero disputes on flagged incidents.
Have an AI idea worth shipping?
Let's pressure-test it together — feasibility, cost, and the fastest path to production.