Paste a user story, get an AI implementation plan — with feasibility scores, data requirements, and technical specs — in seconds.
Helping product teams ship AI features with confidence
3 free analyses · No signup required
Three steps. One workspace. Zero guesswork.
Drop in a user story, feature request, or product requirement. Loop understands natural language — no rigid templates needed.
Loop generates a full technical spec: feasibility score, data requirements, suggested architecture, and potential risks — in seconds.
Share the plan with your team. Iterate in real-time, assign tasks, and track progress from analysis to production.
Features
Purpose-built tools for product teams navigating AI implementation.
Generate detailed implementation specs from plain-language user stories. Get architecture suggestions, API designs, and data flow diagrams automatically.
Instant feasibility analysis with a 0-100 score. Understand complexity, required data, infrastructure needs, and potential blockers before you commit.
Share analyses with your team. Comment, iterate, and refine plans together in real-time. Keep product, engineering, and data aligned from day one.
Connect with Jira, Linear, Notion, and GitHub. Push approved specs directly to your project management tool and keep everything in sync.
Pricing
Simple, transparent pricing. No hidden fees.
For individuals exploring AI features
For product managers shipping AI
For teams that need full control
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