AI engineering · DevOps · MLOps

Ship AI
that survives real traffic — not just the demo.

We're the people who design the feature, commit the Terraform, and read the pager when a model drifts. AI work, release pipelines, and enough monitoring that you're not flying blind.

See our work
10+
Systems we took to prod
2 wk
Roughly when first code lands
24/7
Someone on-call when it matters
1 team
Same folks for app and ops
· LangChain· OpenAI· Anthropic· Pinecone· Weaviate· FastAPI· Next.js· Kubernetes· Terraform· AWS· GCP· MLflow· Kafka· Redis · LangChain· OpenAI· Anthropic· Pinecone· Weaviate· FastAPI· Next.js· Kubernetes· Terraform· AWS· GCP· MLflow· Kafka· Redis
Studio vs. in-house

The skills you need. Without the six-month search.

Three strong hires (AI, DevOps, MLOps) is a long game: loops, sign-on, and you can still be short a release engineer. We land as one group that’s already debugged the boring parts together.

Dimension
In-house hire
Intenceo
Time to first production PR
✕ Often months of ramp
✓ ~2 weeks to real commits
AI + DevOps + MLOps in the room
✕ Three jobs, three calendars
✓ One team, shared context
What it costs you
✕ Salary stack + tools + time
✓ One engagement line item
Scaling the bench
✕ Hiring freezes, layoffs, drama
✓ Dial hours up or down monthly
Breadth of stuff shipped before
✕ Your budget funds the learning curve
✓ RAG, bots, deploy pipelines — not our first time
After launch
✕ Still hiring “someone for ops”
✓ On-call and runbooks included
If your lead engineer walks
✕ Roadmap goes quiet
✓ Shared notes, no hero dependency
Services

Three disciplines. One team.

Models are one slice. We also wire the API, the deploy, and the pager — same faces before and after launch.

How we engage

From first call to something running.

Five beats — nothing mystical. Each one ends with something you can read, run, or argue with.

Selected work

Things we’ve actually shipped.

Live products with links, plus a few engagements we’re proud of under NDA-style blurbs — same stack in every column: code, infra, and someone who answers when it breaks.

Let's talk

Tell us what you're trying to ship.

We'll reply with a blunt take on scope, risks, and whether we're the right fit — usually within a couple of days.

Contact

Send us a message

Share context on what you are building. We read every note.