BA Star turns product thinking
into technical execution

It is not a chat interface or a generic AI assistant but a purpose-built agent that learns your product,
follows BA discipline, and writes structured backlog items grounded in everything your team already knows.

Like a senior BA who was there from day one.

When a new Business Analyst joins a team, they spend weeks reading Confluence pages, scrolling through old Jira tickets, studying the codebase, and sitting in discovery sessions. Only after absorbing all of that context can they write tickets that genuinely fit the product — the right language, the right scope, the right constraints.

BA Star does this at scale — and keeps it current. Connect it to your knowledge sources and it builds a deep, living understanding of your product. Every session draws from that understanding.

The output is never generic AI text. It is always grounded in what you have already built, decided, and documented.

Without BA Star

"As a user, I want to log in so that I can access my account." — generic, vague, could describe any product on earth.

With BA Star

A fully formed story that references your existing auth flow in Confluence, matches the terminology agreed in your last MoM, and flags the edge case your dependency analyser found in the adjacent epic.

It knows your product. Not just your prompt.

Most AI tools see only what you type. BA Star sees your entire product knowledge base — and uses it every time.

Connected knowledge

Link your Jira projects, Confluence spaces, GitHub repositories, and uploaded documents. BA Star reads them, understands them, and keeps up as they change.

Relevant retrieval

When you start a session, BA Star automatically finds and surfaces the parts of your knowledge base most relevant to the current task. No manual searching, no copy-pasting.

Product memory

A small, always-on set of facts your team defines — team decisions, constraints, personas, glossary. BA Star applies them to every session without you having to remind it.

The result: BA Star never writes a ticket in a vacuum.

Every output is grounded in what already exists in your product.
Conflicts are flagged. Gaps are surfaced. Dependencies are detected.

Every type of backlog item, fully formed and ready to publish.

Each with title, description, acceptance criteria, story points, and subtasks where needed.

  • User StoriesWith user story format, acceptance criteria, story points, and edge cases.
  • Epics & Epic PlansFull epic scope with child stories, phases, and ordered delivery plan.
  • Technical TasksInfrastructure and engineering work with no user story wrapper.
  • SpikesTime-boxed investigations with goals, open questions, and success criteria.
  • Bug ReportsSteps to reproduce, expected vs actual behaviour, severity assessment.

See it in the context of your team.

We work directly with every team to get BA Star running and shaped around how you actually work.
If this resonates with how your team works, let's talk.

Get in touch Is this for my team?