Agentic AI development pipeline
Turn business requests into software that fits.
Build the development capability first. Agents translate a scoped business need into implementation, checks and a reviewable release—then improve the system while the operating agents run the business pipeline.
The development framework connects intake, work cycles, implementation evidence, testing and release records. Management keeps product direction and acceptance in one place.
- Framework: €1,500 with team implementation
- The same eight-bot team across all packages
- Custom software, dashboards and integrations
One connected process
The work moves. You steer.
The stages are adapted to your tools, responsibilities and definition of a useful outcome.
- 01
Capture
Structure the request and relate it to the current process and code.
ManagementSet the intended outcome and priority.
- 02
Plan
Identify affected systems, dependencies and the checks that will demonstrate success.
ManagementResolve genuine product choices and scope conflicts.
- 03
Build
Implement the change and retain the connection to the original request.
ManagementSteer scope rather than coordinate every coding task.
- 04
Verify
Run relevant checks and prepare an exact candidate with testing instructions.
ManagementTest the outcome and accept or request rework.
- 05
Release & learn
Record the authorised release, verify the served result and retain recovery evidence.
ManagementOwn release authority and choose the next improvement.
A delivery process, not a coding chatbot.
The work starts with a business outcome and the existing environment. Agents inspect the relevant systems, break down the change, implement it and verify the result. A request stays connected to its tests and release evidence, so someone can review what was actually delivered.
- Inputs: a business request, existing code and access to an agreed test environment.
- Outputs: a reviewable change, test evidence and a release or handover record.
- Connections: source control, issue intake, test runners, deployment and monitoring.
Build the workspace your operating agents need.
Use the team to create a sales workspace, a campaign review flow or a process-specific dashboard. Existing SaaS can remain where it earns its place. Once the first pipeline runs, development continues on improvements and the next pipeline rather than starting another disconnected experiment.
Keep progress tied to evidence.
A task marked complete is not enough. Link the request to the exact candidate, meaningful checks and the outcome of human testing. Preserve failed attempts and revision history. Measure accepted changes, rework, cycle time and escaped defects—not generated lines of code.
- A clear distinction between implemented, tested, accepted and live.
- An explicit place for owner feedback and rework.
- Deployment scope and rollback considered before release.
Practical questions
Before you begin.
Is an eight-bot team the same as eight developers?
No. It is a coordinated agent configuration with defined responsibilities and tools. Delivery depends on scope, access, verification and human direction—not a promise of eight human equivalents.
Can the team maintain existing software?
Yes. We inspect the existing code and operating model first. The goal is useful, maintainable software, whether that means an integration, an improvement or a new custom component.