Inflection

Venture capital is a timing game. Predictive startup signals, hiring surges, GitHub velocity, site rewrites, are public, but scattered. By the time an intro lands, rounds are closing at 3× valuation. Inflection is an AI agent monitoring B2B AI startups in real time. It correlates 6 momentum dimensions against a 90-day baseline to produce a confidence-scored verdict on investability. HOW IT WORKS Signals are measured as a percentage delta against a 90-day baseline to eliminate noise. The weighted composite yields a 0–100 Inflection Score (Quiet to Inflecting) across 6 dimensions: Hiring: Senior role count deltas (Bright Data SERP API) GitHub: Primary repo commit velocity (Bright Data Web Unlocker) Site Change: Homepage content diff % (Bright Data Scraping Browser) Founder Activity: CEO posting frequency (Web Unlocker) Launch Buzz: News mentions vs. baseline (SERP API) Community: Dev subreddit engagement (Web Unlocker) THE AI LAYER An LLM synthesizes these signals into a structured VC memo: verdict, reasoning, narrative, and a monitoring checklist. Hard rule: It must call out divergence. If hiring is +400% but GitHub is flat, it flags a risk. It explicitly distinguishes between product-led convergence (Cursor pattern) and press-driven buzz (Humane pattern). BRIGHT DATA INFRASTRUCTURE Every data point runs through Bright Data. The UI’s Data Provenance Log exposes every single API call: tool name, target URL, latency, and cache status. It is a fully transparent pipeline, not a black box. WHO BUY THIS Corporate Strategy and M&A teams at Fortune 500 companies monitoring acquisition targets. Institutional VC arms (Google Ventures, Salesforce Ventures, a16z) tracking deal flow at scale. Hedge funds and PE firms with 50–200 companies on a watchlist.