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PHI
Startup Intelligence
Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
  • Alerts
  • Search
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17,080 products · 83,012 snapshots
UIGraph

UIGraph

Early signal

The knowledge layer for engineers and AI agents.

Launched 1mo ago
Signal
37
Velocity
0

What this means

15Founder Conviction Index: 15 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
10%
today
Projected end-of-day votes
11range 8–15
Trajectory
stable
Vote pace holding steady.

About

UIGraph maps your engineering knowledge into one navigable view of your system. Bring your services, APIs, schemas, architecture diagrams, and test packs together, then sync them using the UIGraph CLI. Built for engineers and AI agents, UIGraph includes an MCP server so agents can query your system directly instead of reconstructing it from source code. Self-hostable on your own infrastructure, with no cloud dependency or vendor lock in.

AI Summary

UIGraph is a SaaS tool that consolidates engineering knowledge into a single navigable view, integrating services, APIs, schemas, and architecture diagrams. It features an MCP server for AI agents to query systems directly and can be self-hosted to avoid cloud dependency.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement55
Discussion per unit of attention

Signal sources

2 of 6 active
  • Launch tracking9 readings since we picked it up
  • AI analysisDeveloper Infrastructure
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

Manasa Nandini
@manasa_nandini
rep 17
Manasa Nandini
@manasa_nandini · hunter

Topics

SaaSDeveloper ToolsArtificial Intelligence