AI engineering · DevOps · MLOps

Ship AI
that survives real trafficnot 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.