Consulting & Delivery

AI & Engineering Team Augmentation

An embedded senior squad (architect, PM, engineers) shipping in your repo. Investor grade AI features without burning runway on hires.

What is AI engineering team augmentation?

The Answer

AI engineering team augmentation means embedding a senior squad — architect, PM, and engineers — directly into your team, shipping inside your repo for 6+ weeks. We're not a bench or flex resource; we come in with a delivery guarantee on the first feature and hand the pattern to your team so they can scale without us.

What you get

Three outcomes we commit to before we start.

01

Start next Monday

Contract to keyboard in 5 business days. No 3 month recruiting cycle, no bench warming, no 'we're onboarding this quarter'. Sprint velocity from week one.

02

Senior engineers only

Every embedded engineer has 8+ years of shipped production experience. No 'we'll pair them with a junior for training': you're paying for real velocity.

03

Knowledge transfer as we go

Pair programming, code review, architecture docs, and monthly 'here's what we've learned' sessions with your team. When we exit, your team is stronger: not dependent.

The Guaranteed Production Pilot

Fixed scope · Written target

A working Team Augmentation feature shipped to production in weeks: no ML hire required.

Production grade Team Augmentation your users actually touch: real code, real evals, benchmarks your next round can point to. Not a prototype you have to rebuild.

Speed

First production milestone in 5 days. Full pilot live in 6 weeks, fixed scope, weekly demos.

Zero effort

Done for you end to end: you get the production code, the eval harness, and 100% IP ownership. No lock in, no data hire.

Risk reversal

We commit the first milestone in writing. Miss that first week milestone and the first week is free.

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Where Team Augmentation lands in production.

Service FAQ

People also ask about team augmentation.

Vetting and coordination. Every engineer has been through our internal hiring process (8 year minimum, technical + system design + trial project). The team is coordinated: architect, PM, engineers work as a unit. On Upwork you're managing 3 solo contractors; here you're managing one team.