Ticket Coach
Turn ideas into structured drafts. Review and approve a ticket before exporting it into the work process. AI assistance depends on the configured provider.
← All productsTurn intent
Series 2 · ThreadKeeper by Sharedstep
OpenOrchestra & Ticket Coach
Turn intent
into reviewable work.
A family of projects for planning, coordinating AI-assisted work, and preserving evidence. People set the direction, review decisions, and decide what moves forward.
In development- 01Ticket Coach
Shape an idea into a draft that a person can review and approve.
- 02OpenOrchestra
Coordinate work, handoffs, and recorded evidence.
- 03Connected projects
Bring in model access or source material through specific integrations.
Illustrative workflow · Development direction
The project family
Give each step
a clear purpose.
Series 2 work continues in parallel at a lower priority. Integrations are developed and evaluated one workflow at a time.
Planning & review
OpenOrchestra
Coordinate tasks, handoffs, and evidence through a file-based workflow and board connections. Keep responsibility and review points visible.
Related projects & integrations
Model Hub provides a direction for model access; Open Ingest and other related tools address source and data workflows. Each connection has its own scope and readiness requirements.
People guide the process
Useful assistance.
Visible decisions.
A draft is a starting point. Evidence makes it reviewable.
The aim is to help people turn intent into clear work, keep context across handoffs, and examine the result. Automatic implementation, testing, acceptance, and production deployment are not established as one end-to-end product.
What to know
Connections with clear limits.
Is this one fully integrated autonomous platform?
The family contains separate tools and specific integrations. A complete autonomous idea-to-production pipeline is not established.
Does Ticket Coach automatically use Model Hub for AI?
No. Model listings and AI-provider configuration are distinct. An advisor or model appearing in a listing does not establish that Ticket Coach uses it for inference.
Is it ready for a multi-tenant enterprise deployment?
No multi-tenant isolation or enterprise security certification is claimed. Ticket Coach’s current foundation is a single-operator workflow.
Why do these projects sit together?
They address adjacent steps: planning work, coordinating it, bringing in sources, and accessing models. Sharedstep is developing useful connections while keeping each tool’s role and limitations explicit.