AI Engineering / Applied AI
Agents that do the real work.
Agents and automations wired into your actual workflows — not demos. We put AI where the work happens, so your team spends time on what matters.
Explore Applied AIThe problem
A slick prototype is easy. Production is the hard part — and the only part that matters.
Evals, guardrails, observability
We ship agents with the unglamorous parts — testing, fallbacks, monitoring — so they hold up with real users.
Human in the loop by default
Agents act where they're trusted and escalate where they're not. You stay in control of the outcomes.
What you get
AI that ships to production, not just to a demo.
We build agents and automations with the evals, guardrails, and observability they need to run on real work — not just impress in a sandbox.
How it works
From use case to working agent.
Technical discovery
We map your roadmap against your capacity and find the highest-leverage place to start.
Squad integration
A senior lead joins your Slack and standups. Tailored onboarding gets us productive fast — no weeks of hand-holding.
Elastic execution
Your dedicated squad ships and scales with your milestones — the muscle without the risk of over-hiring.
Where it fits
Agents and automations that improve real work.
Support triage
Classify, route, and draft replies — agents handle the first pass, humans approve.
Workflow automation
Wire repetitive multi-step processes into agents that run them end to end.
Knowledge retrieval
RAG over your docs and data so teams get answers grounded in your own truth.
Internal copilots
Domain-tuned assistants embedded in the tools your team already uses.
Data extraction
Turn messy documents and inputs into structured, usable data automatically.
Decision support
Surface signals and recommendations where the work and the choices happen.
In their words
“Ravn shipped an AI workflow that's now part of how our team operates every day.”
Ready when you are
Bring AI where your work happens.
Tell us where your team loses time. We'll show you the agent or automation that would take it off their plate — usually within a single business day.