Craft AIConsulting & AssessmentAI First Engineering

Consulting

AI First Engineering

We bring into your engineering the same AI-first process we use in ours.

Skills and enablement
Tooling and platform
SDLC and guardrails
Security and governance
Cost management
We measure
Lead time before and after
Token cost per dev
Post-generation rework
Handoffs removed
Time for AI to change existing behavior without regression
Sound familiar?
  • Works in the demo, but every change breaks something nobody predicted.
  • Token costs with no owner: nobody knows how much or why.
  • Generated code with no guardrails or consistent review.
“AI writes fast, but with every feature it seems to relearn the system from scratch.”
What we do
  • Assessment of the real flow: skills, tools, bottlenecks and removable handoffs.
  • Context engineering: contracts, boundaries and explicit decisions so AI operates coherently.
  • AI-enabled SDLC designed with guardrails (intent, limits and failure thresholds set by humans).
  • Training track and tooling (Claude Code, agents), with cost and security from day one.
Cost governance · its own line
AI Governance Consult

Agent monitoring, guardrails beyond the prompt and cost audit are now a line of their own.

Explore AI Governance Consult

How it works
  1. Assess and design: 2 to 3 weeks.
  2. Rollout and training: 4 to 6 weeks per squad.
  3. Follow-up: 3 months, on a monthly cadence.

Start with the 2-to-3-week assess and design.

Scope and timeline agreed before you sign. You see the result of each step before deciding on the next.