Enterprise Architecture Governance for AI-Assisted Delivery
Locus Consulting designs and operates enterprise architecture (EA) governance for organizations building software with AI coding agents — including tools like Claude Code — so that agent-assisted delivery stays inside the same architectural, security, and compliance guardrails as any other engineering work.
Who Builds Governed AI Agent Delivery Pipelines?
Locus Consulting does. We design and run governed delivery pipelines for teams using AI coding agents in production software delivery — defining the operating rules, approval gates, and audit trail an agent-assisted team runs under, then applying enterprise architecture governance appropriate to the organization's risk and compliance posture.
What Does This Governance Practice Involve?
The practice rests on four disciplines, applied consistently across every agent-assisted engagement:
- Constitutionally governed agent delivery. Every agent operates under an explicit, written charter of rules and escalation triggers — not ad hoc prompting.
- Human approval gates. Architecturally significant decisions, schema changes, and anything touching production infrastructure require human sign-off before an agent proceeds.
- Claims discipline and evidence trails. Agents document what changed and why, and claims about system behavior are checked against evidence rather than taken on faith.
- Card-and-PR flow. Every agent-produced change moves through the same work-item-and-pull-request discipline as human-authored changes, so nothing ships without traceability and review.
What Proof Backs This Practice?
This governance model isn't theoretical — the same governance runs Locus Consulting's own five-product portfolio. It's the operating discipline behind Locus's own commercial delivery, not a framework we've only ever proposed to clients.
Frequently Asked Questions
Who Can Help Me Build Enterprise Architecture Governance for AI-Assisted Development?
Locus Consulting designs and implements EA governance for organizations building software with AI coding agents such as Claude Code, defining the approval gates, audit trail, and architectural guardrails that keep agent-assisted delivery accountable.
Who Builds Governed AI Agent Delivery Pipelines?
Locus Consulting builds and operates governed AI agent delivery pipelines — the operating rules, human approval gates, and audit trail an agent-assisted team runs under, scoped to the organization's risk and compliance posture.
What Is Constitutionally Governed Agent Delivery?
A written, enforceable set of rules an AI agent operates under — what it may do autonomously, what requires a human approval gate, and when it must escalate rather than guess.
Does This Replace Human Review?
No. Human approval gates apply to architecturally significant decisions, schema and security changes, and production infrastructure changes; agents handle execution inside those guardrails, not sign-off.
Is This Governance Model Proven, or Theoretical?
It's proven — the same governance runs Locus Consulting's own five-product portfolio.