AI Development Lifecycle Program

Point One Zero designed an AI development lifecycle for an insurance and healthcare technology organization. Teams had been trying coding assistants on their own, and leadership could not see what was generated, reviewed or shipped. We specified twenty delivery agents, each with a written job and governance rules, and tied the program to standard delivery metrics.

01 / CHALLENGE

The Challenge

Coding assistants were spreading team by team with no shared rules for review, security or testing. Leadership had no view of how much code AI produced or whether it improved delivery. In a regulated business, that gap was a compliance risk as well as a quality risk.

02 / SOLUTION

The Solution

We assessed delivery maturity, wrote a lifecycle playbook and specified twenty functional agents covering requirements, design, coding, testing, security, release and operations. Each specification states the agent's purpose, triggers, inputs and outputs, tools, governance rules and expected effect on DORA metrics. An interactive agent catalog let teams see what each agent does before adopting it.

03 / IMPACT

The Impact

Leadership received a maturity baseline, a playbook, twenty agent specifications, a KPI prototype and a roadmap from requirements to release evidence. AI assistance can now be introduced agent by agent and measured against delivery performance, rather than spreading tool by tool.

Results, by the Numbers

20Delivery agents specified with governance rules
4DORA metrics used to measure each agent's effect
7Delivery stages covered, from requirements to operations
1Lifecycle playbook shared by every team

Highlights

  • Maturity Baseline

    Current delivery practice measured before any change.

  • Agent Job Descriptions

    Purpose, triggers, tools and limits written for each agent.

  • KPI Prototype

    Delivery performance made visible to leadership.

  • Agent Catalog

    Teams see what each agent does before adopting it.

Every agent had a written job description before it wrote a line of code.

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