The problem
Owners need a structured first pass on questions like 'should we add a service line?' or 'why did bookings drop?' but don't have analysts to do the legwork.
How it works
- You submit a question with any context, files or numbers you have.
- A research agent gathers facts from your documents and public sources, with links.
- Strategy, marketing and operations agents each add their view building on the previous agent's output.
- A final agent writes a short brief with options, risks, open questions and a 30-day plan.
What it needs from you
- A clear question and any internal data you can share
- Guidance on what sources are allowed
- A person who treats the output as a draft, not a decision
Why it's built this way
Splitting the work into roles produces more thorough output than one long prompt.
Every claim from research carries a source so it can be checked.
How it stays under control
- Advisory only; no actions in your systems
- Sources cited for factual claims
- Clear 'assumptions' and 'unknowns' sections
- Usage and cost caps per run
The path to autonomy
This stays advisory. It produces drafts for decision-makers and never takes action on its own.