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.
A RAG + tools agent over 8 years of helpdesk data that resolves 64% of tickets without human touch.
No hourly roulette. Fixed scope, fair price. Scale up or down each quarter.
One AI feature, end-to-end: scoping, evals, build, deploy. A proof that AI earns its keep here.
Embedded AI pod shipping features, running evals, and tuning models on your data.
AI platform engagement: infra, evals, governance, and multi-team rollouts.
Ready to start?
Start a project