TruthForge — Enterprise Verification AI

TruthForge is an autonomous enterprise verification intelligence platform built on Bright Data's production web data infrastructure. Enterprises lose $12.9M annually to unverified company claims — bad vendors, greenwashing, and decaying CRM data. TruthForge solves all three simultaneously. Enter any company name and URL. Three specialized AI engines deploy in parallel, making 15+ real-time Bright Data API calls, and return a comprehensive TruthScore (0-100) in 60-90 seconds. THREE PARALLEL ENGINES: SignalForge detects live buying signals — funding, executive hires, job postings, news momentum. GreenwashGuard cross-references ESG claims against SEC filings, regulatory portals, and Glassdoor reviews. ClaimWire validates every company claim against 10+ live sources, returning Verified, Partial, Contradicted, or Unverifiable verdicts with evidence links. SIGNALJOBS — HIRING INTELLIGENCE: A dedicated layer scans LinkedIn, Indeed, Glassdoor, and company career pages in real-time, surfacing every open role — full-time, internships, research, executive. Powered by AI/ML API, it generates instant briefs on what each hire signals about company strategy, before any press release. PRODUCTION-GRADE ARCHITECTURE: Built for enterprise scale, not just a demo. A Celery + Redis worker system auto re-analyzes every monitored company every 6 hours, sends Slack alerts on TruthScore drops, and is monitored via a live Flower dashboard. Five Bright Data tools run per analysis — SERP API, Web Unlocker, MCP Server, Scraping Browser, Web Scraper API. REAL RESULTS: Microsoft TruthScore 61 — greenwashing controversy detected, claims verified. Tesla 63 — forced labor lawsuit found. IBM 71 — 4 claims verified. All scores from live web data. Nothing hardcoded. FastAPI on Railway. Vercel frontend. Supabase database. Groq Llama 3.3-70B for analysis. AI/ML API for SignalJobs. Built solo in 5 days.