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Applied AI, regulated finance2025-2026
Symphony
An agentic pipeline that turns a Jira ticket into a reviewed merge request.
Outcome
~30%
faster delivery cycle
Stack
- Agents
- Ephemeral sessions
- GCP
- GitLab CI
- LLM routing
Links
On request
Overview
Symphony is an agentic CI/CD pipeline built inside a BaFin- and DORA-regulated financial-services environment. It takes a written ticket, runs autonomous coding agents in isolated ephemeral sessions, routes work across models by complexity, and opens a reviewed merge request, keeping a full audit trail so every change stays traceable and compliant.
What it is
Why it matters
Architecture
The AI layer
This is internal work in a regulated environment. Details here are kept at a deliberately high level: architecture and decisions, not internal system names or topology.