Working method · Industrial manufacturer · In use

Enterprise Software Built with an AI Agent Team behind Quality Gates

The CRM project was developed with a manager assistant and 10 role agents. Every task passed quality gates, including an independent review, and was reported in a numbered analysis document.

AI
Automation

10role agents
175numbered analysis and plan documents
658git commits (1 Oct – 3 Nov 2026)
95test scripts

1ClarifyAnalyst
2PlanPlanner · designer
3BuildCoder · data · integration
4Test & reviewTester · reviewer · security
5ReportNumbered analysis document

No unapproved live writes
No SQL deletes
Every change reversible
Releases after hours
Independent review on every task
Numbered report

Built for an industrial company. For confidentiality, the company name, logo, product/part codes and internal data are not shared; images are cropped accordingly. The diagrams are illustrative.

The need

Developing a live enterprise system quickly meant no step could go unchecked: AI had to add speed, but every change had to stay reviewable and reversible.

The solution

Roles: analyst, planner, designer, data, integration, coder, tester, reviewer, security, docs.
Gates: clarify → plan → build → test → independent review → report.
Hard rules: no unapproved live writes, no SQL deletes, every change a reversible migration.
Releases run as one-shot scripts outside office hours.

Delivered

Role agent definitions and quality gates
Numbered analysis and plan documents
Reversible migrations and release scripts

Technologies

AI coding agents
Git
SQL migrations
Test scripts

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