Found on Reddit.
Built in one session.
A founder posted a messy enterprise RAG problem on r/Rag — “the hard part is permissions.” No spec. No team. 795 characters. FLOWiGANTT turned it into a complete build-ready plan and exported 260 GitHub issues across 17 milestones.
“I want to build an internal knowledge system for enterprise teams. The core idea is RAG — teams upload their technical docs, PDFs, manuals, internal wikis and can query them with natural language. But the hard part is permissions...”— Original post, r/Rag
With AI
84d
vs 113d traditional
GitHub Issues
260
Hours Saved
237h
TAM
$40B
No signup. No login. Both links are public.
What FLOWiGANTT produced
From 795 characters to a complete system
Every step ran automatically. Nothing was manually re-explained between stages.
Step 1
Idea Evaluation
- 74% viability score
- $40B TAM identified
- 82% market potential
Step 2
Smart Q&A
- 8 targeted questions
- SSO surfaced as day-1 requirement
- Founder never mentioned it
Step 3
Architecture + PRD
- 25 API endpoints
- No LangChain — custom RAG pipeline
- 21 PRD sections, 4 personas
Step 4
Tasks + Export
- 17 epics → 52 stories → 208 tasks
- 260 GitHub issues in 17 milestones
- AI tool assigned to every task
Every screenshot is real
The actual output
These are unedited screenshots from the live session. The shared plan and GitHub repo are linked below — browse them yourself.
Idea Evaluation
74% viability · $40B TAM · 82% market potential
Smart Q&A
8 questions — SSO surfaced before a line was written
System Architecture
25 API endpoints · Custom RAG pipeline · No LangChain
Product Requirements
21 sections · 4 user personas · Full acceptance criteria
GitHub Export
17 milestones · 260 issues · Each with AI tool, file path, sprint
The GitHub export
Not a summary. An actual repository.
The plan exported directly to GitHub. Every epic became a milestone with a full description. Every user story and engineering task became a linked issue — with acceptance criteria, file paths, sprint assignment, risk level, and a specific AI tool recommendation (Claude Code, Copilot, or Cursor) per task.
17
Milestones
260
Issues
6
Sprints
34d
Critical path
No signup. No login. Both are public.
Why this worked
Context carried forward at every step
Nothing re-explained
The architecture informed the PRD. The PRD informed the tasks. The tasks informed the export. No copy-paste between tools.
The gaps were caught
SSO wasn't in the original idea. Question 8 surfaced it as a day-1 requirement before a single line of architecture was written.
The output was usable
Not a document to be manually re-entered. A GitHub repo with linked, sprint-assigned issues a developer can pick up immediately.
What would you build?
Paste your idea — messy, half-formed, straight from your notes app.
FLOWiGANTT takes it from there.
Free for your first project. No credit card.