4-Week Consulting Engagement
Your engineers are shipping faster with AI. But speed without governance creates risk that compounds silently. We harden AI coding workflows and build the governance layer your team needs to ship with confidence.
The Problem
AI coding assistants generate plausible, syntactically correct code at speed. The failure mode is not obvious breakage — it is subtle architectural drift, security regressions, and convention violations that pass code review because they look reasonable in isolation.
Most teams adopted AI tooling faster than they built governance around it. Standard code review cannot catch systemic patterns across hundreds of AI-generated changes, and there is no audit trail of the reasoning behind AI-generated architectural decisions.
Guardrails are not a tax on velocity. They are what make velocity sustainable.
The Engagement
Week 1
Week 2
Week 3
Week 4
Fit
Outcomes
Architectural, security, and design constraints enforced automatically on every AI-generated change.
Measurable reduction in AI-introduced vulnerabilities with baseline and post-engagement metrics.
Full traceability of what was generated, what constraints were checked, and what was flagged.
An operational framework your team owns — with defined processes for updating rules as your architecture evolves.
Automated review agents for security, design, and architectural alignment at scale.
Engineering leads trained on maintaining the framework. A capability transfer, not a consulting dependency.
Logistics
4 weeks, with structured weekly milestones. Typical time commitment from your team: 4 to 6 hours per week for designated engineering leads.
Typical engagements range from $25,000 to $35,000 depending on team size, codebase complexity, and compliance requirements. Scoped after the initial strategy call.
We take on a limited number of engagements per quarter to maintain depth and quality. Current availability is discussed during the strategy call.
The strategy call is a 30-minute conversation to assess fit. We will discuss your current AI adoption, your specific risk concerns, and whether this engagement makes sense for your team. No pitch deck. No sales pressure.
Book a Strategy Call