The AI ecosystem moves faster than your research process.
ClaraDB pulls from 24+ data sources — GitHub, ArXiv, patent databases, funding records, hiring signals, model benchmarks, and more — into a single intelligence graph. One query replaces a week of tab-switching.
Built for the people who actually research AI companies.
ClaraDB serves three overlapping audiences across deal flow, competitive intelligence, and technical research.
VCs and investors
Tracking AI ecosystem momentum across deal flow, portfolio monitoring, and thesis validation. Your analyst spends two days stitching together GitHub, Hugging Face, and Crunchbase tabs for every diligence target.
✓ ClaraDB collapses that into one company brief with a momentum score you can actually inspect and decompose.
Corporate strategy teams
Mapping competitive threats and partnership opportunities across AI subcategories. Your team maintains a spreadsheet of 50 companies that is outdated the moment someone closes the tab.
✓ Replace the spreadsheet with a live watchlist that re-scores weekly and surfaces the signals that matter.
Developers and researchers
Following model releases, framework adoption, and the papers that matter. You discover relevant work three months after publication because discovery depends on Twitter threads and conference hallways.
✓ ClaraDB links papers, repos, models, and datasets into one searchable graph so you find what matters when it ships.
Not a vanity metric. An inspectable composite.
The Momentum Score is built from 24+ underlying sources: GitHub velocity, citation growth, funding pace, hiring patterns, model adoption, partnership activity, and benchmark performance.
Every score is decomposable. Click into any company and see which signals drove the number up or down, and decide whether you agree.
Save what matters. Monitor what moves.
Watchlists and workspace tools turn one-off research into continuous monitoring. Track companies, build peer groups, and return to a workspace that remembers your context.
Explorer
Search and browse the live AI company graph. Filter by category, country, score range, and sort by any dimension. List, compare, and map views.
Company briefs
Every tracked company gets a brief: momentum summary, commercial signals, technical signals, peer set, and secondary evidence. One page per entity.
Watchlists
Build monitoring sets for sectors, peer groups, diligence targets, or portfolio coverage. Return to a workspace that remembers your context.
Compare surface
Select 2-4 companies and compare them across all scoring dimensions with radar charts and side-by-side signal breakdowns.
“We used to spend two days stitching together GitHub, Hugging Face, and Crunchbase tabs for every diligence target. ClaraDB collapses that into one company brief with a momentum score we can actually inspect.”
Sarah Chen · Principal, Meridian Ventures
One query replaces a week of tab-switching.
Start searching the AI company graph for free. Create a workspace when you need watchlists, saved searches, and continuous monitoring.