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AIMomentum: Day 2 Operations

AIOperate

We run and optimize autonomous AI agents to close your issues.

Managed, monitored, and optimized by our team so you can focus on new features.

Powered by Symphony

Autonomous Coding Agent
Orchestration at Scale

AI Operate is powered by Symphony, a long-running service that reads work from GitHub, isolates execution in per-issue workspaces, and runs coding agents to get project work done. Autonomously. Continuously. 24/7.

Issues appear
Issue ClaimedAgent RunsPR OpenedYou Merge

Workflow Loader

Reads & parses WORKFLOW.md. Your policy lives alongside your code.

Orchestrator

Polls GitHub, dispatches agents, retries with exponential backoff

Workspace Mgr

Per-issue isolated sandboxes: path-contained, sanitised, enforced.

Agent Runner

Builds prompt, launches Codex CLI against any LLM: GPT, Claude, Gemini

Stop managing tools.
Start managing outcomes.

Routine maintenance, tech debt, and dependency updates consume 40% to 60% of engineering time. Backlogs grow faster than teams can close them, creating a "productivity plateau" where your codebase grows but your throughput stalls.

AI Operate breaks this cycle. We don't just give you a tool. We provide a managed service. We operate autonomous AI instances against your repositories to handle the "boring stuff" while your team stays focused on the roadmap.

40–60%
Engineering time lost to maintenance
24/7
Autonomous agent operation
$500/mo
Starting price
2 Weeks
Free trial, one repo
The Process

Three Steps to
Autonomous Delivery

01

Onboard

We audit your repositories, understand your codebase conventions, and craft a tailored WORKFLOW.md that teaches AI Operate how your team works.

02

Connect

We deploy managed AI instances linked to your GitHub organization, configure branch policies, and set up monitoring dashboards.

03

Operate

The agents run autonomously. We monitor performance, tune prompts, scale agents, and ensure SLA-backed resolution times.

Automatic Issue Resolution

Report It.
It Gets Fixed.

When an issue appears in GitHub, Symphony picks it up within 30 seconds. No ticket triage. No sprint assignment. No "we'll look at it Monday."

Issue Created

Bug report, feature request, or tech debt filed in GitHub

Symphony Picks Up

Agent claims the issue, reads codebase context, plans implementation in an isolated workspace

Code Written & Tested

Changes implemented with tests, auto-validated by CI/CD pipeline.

PR Submitted

Pull request opened against your branch with full context and Copilot review

Your Team Merges

You stay in control. Nothing ships without your approval.

What Symphony Handles

Bug fixes and regression patches
Dependency and security updates
Tech debt reduction and refactoring
Test coverage improvements
Documentation and code cleanup
Small feature implementations

Resilience built in

Exponential backoff retries
Per-issue workspace isolation
Zero persistent DB required
Live WORKFLOW.md reload
What You Get

A Complete Operational Layer
For Your Codebase

Managed Instances

Dedicated nodes per repo, deployed and patched by our team.

Prompt Engineering

Continuous refinement of agent logic tailored to your style.

Monitoring Dashboard

Real-time visibility into agent activity and issue throughput.

SLA-Backed Response

Guaranteed resolution times with escalation paths.

Built-in Quality Gates

Every PR is validated by CI/CD and reviewed by GitHub Copilot before it reaches your team.

Weekly Reports

Detailed analytics on issues resolved, code quality, and productivity gains.

Priority Support

Direct access to our engineering team for configuration changes and troubleshooting.

Security

AI Proposes.
Humans Approve.

AI Operate respects your existing guardrails. No code merges without your team's explicit approval.

Zero Exfiltration

Code stays within your GitHub organization.

Scoped Permissions

Minimal GitHub tokens per instance.

Isolated Workspaces

Each agent runs in its own sandboxed environment.

Full Audit Trail

Complete observability of every agent action and decision.

Pricing

Plans & Pricing

Hosted AI Operate instances start at $500 per month.

Starter
  • Single repo integration
  • Standard WORKFLOW.md
  • Business hours monitoring
  • Monthly reporting
  • Email support
Popular
Team
  • Multi-repo coverage
  • Custom WORKFLOW.md
  • 24/7 Monitoring
  • Weekly reporting
  • Priority Slack support
Enterprise
  • Unlimited repositories
  • Bespoke workflow engineering
  • Dedicated Account Manager
  • Real-time dashboards
  • SLA guarantees

Let's Build Together.

Start a pilot or talk through your use case. Enjoy a two-week free trial on one repository so you can see the results before committing.

Released Pty Ltd 2026 · Part of Insentra Group

We're Ready for AI Operate