Advisory

AI-native advisory.

Advisory is capability transfer on real code. We pair with your engineers, install Claude Code and Cursor workflows, set up evals and CI, and leave within one to four weeks, on a fixed fee.

Their people at the desk, ours stepping backAn isometric drawing of a desk with a shared screen showing code, a keyboard and a stack of notes. Two people stand at the desk on the far and near sides. A small rules plate sits on their side of the desk, with a dashed outline and trail showing where it slid from. A third person stands off the desk at the front left, a step back from it.
1 to 4 weeks
Engagement length
Fixed fee
How advisory is priced
Your repository
Where the work lands
B2B & SaaSHealthcareE-Commerce & RetailTravelSports Tech

The problem we solve

Most engineering teams cannot move to AI-native development on their own. Not because they lack skill, but because they lack the scaffolding: the workflows, the AGENT.md files, the evals, the CI, and the day-to-day habits that make it stick.

We install that scaffolding while pairing on real code, then step back. The measure of success is simple: your team ships faster after we leave, with no long-term dependency on us.

Installed while pairing on real code

  • workflowsClaude Code and Cursor workflows, in your repository.
  • AGENT.mdWritten with your engineers, for your codebase.
  • evalsEvaluations set up with your team.
  • CISet up alongside the evals, with the day-to-day habits that make it stick.
  • planFrom an audit: a practical plan with priorities and tradeoffs.

Your team ships faster before we leave, not just after training.

What this includes

Capability transfer, not a deck.

A strategy deck compared with capability transfer
A strategy deckCapability transfer
PairingA training session.Senior engineers and designers pair with your team on real code.
OutputSlides.Working code, process, and transferred capability.
AuditsAn 80-slide deck.A practical plan with priorities and tradeoffs, for product, design system, architecture, or AI readiness.
PracticesA consultant’s theory.Habits proven on production software.

Practices we run ourselves.

We transfer the practices we use to build our own products: the same AI-native workflow that produced AURA and Tenet, and that runs through our own delivery system.

Release confidence

AURA

AURA is our AI-orchestrated Release Confidence platform for engineering and QA teams who need objective signals, not just test results.

Learn more about AURA
AURA product screen

Advisory runs one to four weeks on a fixed fee: we pair with your engineers on real code, then leave them shipping faster without us.

Talk about pairing

Questions

Common questions about advisory.

AI-native advisory is capability transfer, not a strategy deck. We pair senior engineers and designers with your team on real code, install Claude Code and Cursor workflows, write AGENT.md files, and set up evals and CI, so your team ships faster before we leave, not just after a training session.
We pair on your actual codebase: installing Claude Code and Cursor workflows, writing AGENT.md files, setting up evaluations and CI, and modeling the day-to-day habits of AI-native development. The output is working code, process, and transferred capability, not slides.
Yes. When you need to pressure-test a direction first, we run short-form audits (product, design system, architecture, or AI readiness) and deliver a practical plan with priorities and tradeoffs, not an 80-slide deck.
Advisory engagements are short, typically one to four weeks. Pairing engagements can extend if your team wants to keep going, but the goal is to leave you shipping without us.
Advisory

Want your team shipping faster without us?

Tell us where your team is now. We will show you the shortest path to AI-native, with you in the driver's seat.

Talk about pairing