Customer-call notes
Three customers asked for CSV teammate invitations. Invalid rows should not block valid invitations. Existing members must be skipped. File size and retry behavior are still undecided.
AI requirements workspace · Private beta
From customer notes to engineering review—without hiding the gaps.
Forge helps technical PMs turn rough customer and stakeholder notes into user stories, acceptance criteria, API considerations and state flows, while keeping assumptions and unanswered decisions visible.
Use sanitized, non-confidential product briefs during the beta.
Illustrative example
One messy note. A clearer review.
Forge keeps what came from the source separate from what still needs a decision.
Requirement pack for review
Bulk teammate invitations
- Source-backed: valid rows continue when another row fails.
- Source-backed: existing members are skipped.
- Decision required: maximum CSV size.
- Decision required: retry behavior after delivery failure.
How it works
Start with context. Leave with structure.
Paste what you already have
Start with rough notes, decisions, constraints or an early feature idea.
Review the first structure
Forge prepares multiple review artifacts and keeps unsupported assumptions visible.
Resolve gaps before handoff
Challenge the draft, answer open decisions and keep the human responsible for approval.
Human review by design
AI should reduce uncertainty—not hide it.
Forge creates a structured first draft. It does not replace product judgment, engineering review, security review, or legal and compliance review.
Shaping Forge with beta users
What early testers are telling us
“The biggest value for me is turning my notes into something structured quickly. It saves the mental effort of starting from a blank page. The review step is important. I like that the PM still has to validate the output instead of the AI acting like the final authority.”
“I can see myself using this right after customer calls to organize what I heard before sending anything to engineering.”
“I love the concept, but there's a lot to type in. I'd love to see a voice chat option.”
Read all beta feedback
“As an early-stage founder, I don’t need another tool that generates documents. I need something that takes the chaos in my head and turns it into something my engineers can act on. Forge feels closer to that. I’d just want the input flow to feel even lighter, ideally I could dump rough notes or talk through the idea, and let Forge do more of the structuring for me.”
“It feels useful for PMs, founders, and BAs, but the workflow could become much stronger if it were clearly optimized for one primary user first. The biggest value is reducing the gap between an idea and something a developer can actually work with.”
Exploring: voice-to-text intake for reviewing a transcript before generation.