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Deep Mind Labs

— Services

Senior engineers, embedded — for the duration of the bet.

We don’t sell hours; we ship outcomes. Pods of senior engineers and ML researchers embed in your team and own the result, from prototype to production hardening.

— Capabilities

What our pods do best.

A capability‑complete team — but specialized where it matters. We don’t pretend to be experts at things we’re not.

Computer vision

Detection, segmentation, pose, OCR. On‑device, edge or cloud. We've shipped 40+ vision systems to production.

Embedded & edge ML

CoreML, TFLite, ONNX, Jetson, custom silicon. We optimize models down to milliseconds and milliwatts.

Agentic LLM systems

Tools, structured outputs, retrieval, evals. We build agents that get measured, not just demoed.

Full‑stack & mobile

The AI is rarely the hard part — the product around it is. React, Next, Swift, Kotlin, Postgres, Rails.

MLOps & infra

Pipelines, observability, evals, retraining. Production AI is a system, not a model — we build the system.

Security & compliance

HIPAA, SOC 2, GDPR. We treat compliance as a shipping constraint, not an afterthought.

— Engagement models

Three ways to work together.

Pick the smallest engagement that gets you to the answer. We’d rather earn the next one than oversize the first.

2 weeks

Discovery sprint

One ML engineer + one designer for two weeks. We frame the bet, look at your data, and ship a prototype that proves yes or no.

8–16 weeks

Embedded pod

A 3–6 person pod that owns the build end‑to‑end. Weekly demos, full transparency, hand‑over with paperwork.

Ongoing

Long‑horizon R&D

For teams placing a bigger bet. Quarterly OKRs, a senior partner accountable to your leadership, no scope theatre.

— The process

From the first call to production — in twelve weeks.

01 · Week 1

Frame the bet

One artifact: a short doc that names the one thing worth proving in the next two weeks.
02 · Weeks 2–3

Prove it with a prototype

Working code on real data. No mockups dressed up as products.
03 · Weeks 4–10

Build to production

Weekly demos. Telemetry from day one. We’re shipping behind feature flags before week six.
04 · Week 11+

Harden & hand over

Runbooks, docs, on‑call rotation, and a hire plan — so you don’t depend on us forever.
— Customer story
"We were two years into trying to build a vision pipeline internally. DML had ours in production in nine weeks — and showed our team how to maintain it. That's the engagement everyone keeps promising."
Marcus Vance
VP Engineering · OrthoOne Manufacturing

Have a build that's been stuck for a quarter?

30‑minute intro, an honest opinion, no pitch deck. We’ll tell you if it’s not us.