LLM Feature Integration
Chat, summarization, and generation inside your existing product.
We ship AI features that remove real work — measured in hours saved, not demo videos.
Practical AI work; agents, copilots, RAG, and workflow automation, built around real tasks, measurable ROI, and data you can trust.
Chat, summarization, and generation inside your existing product.
Retrieval-augmented systems over your docs, tickets, and code.
Tool-using agents for ops, support, research, and internal workflows.
n8n, Zapier, and custom glue that replaces swivel-chair work.
Evals, guardrails, and regression suites for production LLM systems.
Deciding where AI creates leverage, and where it adds risk you don't need.
Audit, interviews, scope.
Prototypes you can click.
Weekly demos, weekly ships.
Staged rollout, runbook, handover.
Measure, iterate, grow.
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