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AI inside the software you already run.

Copilots, retrieval, extraction and classification, wired into your existing product and tools. Shipped with evals and guardrails so it behaves in production, not just in the demo.

WHAT WE DELIVER

Copilots, retrieval and extraction, inside your product.

Copilots in your product
RAG over your documents
Structured extraction
Eval suites & monitoring
Prompt & tool design
Cost & latency tuning
HOW WE WORK

Measured before launch, monitored after.

We start by mapping where your team loses hours: repeated questions, documents nobody can search, data stuck in PDFs and inboxes. Then we build exactly there: a copilot in your product, retrieval over your documents, structured data where there was none.

Before launch it gets an eval suite; after launch, monitoring. Cost and latency are tuned per task.

FAQ
Will it behave in production?
We measure behavior against an eval suite before launch and monitor it in production after. If quality drifts, it shows up in the data before it reaches your users.
Do we have to replace our current software?
No. Integration means the AI lands inside what you already run: your product, your CRM, your documents, your tools.
Which AI models do you use?
The best model for each task. We benchmark options for quality, cost and latency per use case, and models can be swapped without rebuilding, so your product is never locked to one vendor.
Wire AI into your stack See the work