RootedAI product · Workflow automation
RootedAI Proposal Generator
A system that turns discovery notes into a structured, reviewable proposal draft.
The challenge
Proposal writing consumed senior time and produced inconsistent structure across engagements.
The insight
Judgment belongs to the person. Structure, assembly, and formatting do not.
What we built
A generator that drafts scope, approach, and engagement structure from discovery input, always ending in human review.
Engineering approach
Templated structure with model-generated content, typed inputs, and a mandatory review-and-edit stage before anything reaches a client.
How we worked together
Built in-house; the same pattern is applied to client document workflows.
What changed
Proposals are consistent in structure and faster to produce, with a human always making the final call.
What lasts
Demonstrates the human-in-the-loop pattern RootedAI recommends for judgment-adjacent automation.
Similar problem?
Tell us what the work looks like today and we will tell you honestly whether AI is the right answer for it.
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