Overview
The distance between a demo and a dependable system is engineering, not luck.
A prototype answers one question: is this possible? Production answers a harder one: will this hold when it matters? Closing that gap is a discipline — evaluation, observability, security, cost control — and it is the work we do every day.
We begin with what you have already built. Nothing is thrown away that doesn't need to be. The result is a system your team understands and operates, not a black box that depends on us.
What's included
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Evaluation suite
Automated tests that measure quality and catch regressions before your users do.
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Reliability engineering
Error handling, retries, fallbacks, and graceful degradation under failure.
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Security & compliance
Data handling, access control, and a review aligned to your obligations.
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Observability
Logging, tracing, and dashboards so you can see what the system is doing in production.
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Cost controls
Token budgets, caching, and model routing that keep unit economics predictable.
How it works