Service · Engineering

Claude Code enablement for regulated teams.

Airclerk helps engineering teams in financial services adopt Claude Code safely and productively — with the secure development discipline regulated environments require.

01 / Why now

Claude Code is changing how engineering teams ship.

For regulated organisations, the question isn't whether engineers will use AI coding tools — they already are. The question is whether the team's adoption is structured, governed and aligned with secure SDLC, or whether it's happening in the shadows.

Airclerk helps engineering leaders move adoption out of the shadows and into a programme with measurable outcomes.

02 / What we configure

A structured rollout.

  • Claude Code setup & tenancy
  • Secure repository access patterns
  • Coding standards & review workflows
  • Pull request and approval gates
  • Test generation discipline
  • Legacy code understanding workflows
  • Secure SDLC alignment
  • AI coding guidelines and policy
  • Team enablement & training
  • Adoption & quality measurement
03 / Governance

Governance for AI-assisted development.

i.

Repo and data boundaries.

Which repositories, which data, which environments — defined explicitly, not by default.

ii.

Review gates.

AI-authored code passes through the same (or stricter) review and test gates as human-authored code.

iii.

Auditability.

Provenance of AI-assisted changes is recorded and reportable to risk and audit.

iv.

Adoption metrics.

We measure adoption against outcomes engineering leaders actually care about — throughput, defect rate, time-to-merge — not vanity tool usage.

Engineering acceleration

Talk to us about Claude Code.

A 45-minute working session with your engineering and security leads. We'll share what we've seen work in regulated teams and what to avoid.

Book a session