AI for customer-facing teams
Companies expect instant answers across sales, support, and operations. Production assistants need sessions, APIs, and guardrails—not a standalone widget.
Assistants, document intelligence, and secure APIs—integrated into your stack so your team launches intelligent features without a rewrite.

Streaming SSE · session-aware APIs
Production semantic search
0K+
Documents in production search
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Domain docs in a single RAG scope
0+
Integration patterns shipped
Why companies work with us
Companies expect instant answers across sales, support, and operations. Production assistants need sessions, APIs, and guardrails—not a standalone widget.
Complex AI systems live behind clear contracts: streaming where it matters, logging, rate limits, and integrations your engineering team can own.
Transparency, data minimization, and honest UX about automated systems reduce risk as you ship AI to customers and regulators.
Explore
RAG, document AI, OCR, and API integrations for production companies.
Open pageSeven case studies with stack, highlights, and integration patterns.
Open pageProduction AI, compliance basics, and integration notes for teams.
Open pageShare your stack and timeline—we scope when there is a fit.
Open pageShare your stack, timeline, and goals—we'll help you scope a production path that fits your team.