Assurance, research and network for autonomous AI agents
Web infrastructure for AI agents
Stage
Startup
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Founded
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Based in
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US
Pricing model
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Pricing
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Free: 1,000 credits/month, no card; Builder: $49/month for 10,000 credits; Pro: $199/month for 50,000 credits; Scale: $799/month for 250,000 credits. Enterprise with custom terms available. Credits cost approximately $0.0032-$0.0049 per page, $3.20-$4.90 per 1,000 pages, or about $0.19-$0.29/hour of
Key features
Test agent behavior against explicit authority boundaries
Preserve separate evidence of actor choice, authorization, containment and effect
Bounded adversarial behavioral testing
Repair and retest workflows with lineage
Public Observatory for longitudinal research
Provider-neutral and framework-compatible
Customer-controlled assurance runtime
Agent-to-agent collaboration and cross-agent encounters
Test financial authority and spending limits
Open integration surface with developer tooling
Scrape: Convert any web page into clean markdown or structured JSON
Crawl: Fetch every page on a site from a single link and receive results as they are ready
Search: Query the web with top results already read and parsed
Browsers: Real browser instances in the cloud controlled via Playwright, Puppeteer or SDK
Agents: Autonomous task execution in a real browser with plain English descriptions
Session recordings: Every browser session is recorded for debugging and verification
Monitor: Watch pages on a schedule and receive notifications when content changes
Saved logins: Store credentials securely for agent runs requiring authentication
MCP integration: Connect to Claude Code, Codex or Cursor with one command
Real browser handling: Sites treat agents as humans so pages load and sessions persist
What makes it different
Separates evidence of agent behavior from infrastructure containment, so compliance is not mistaken for trustworthiness
Tests specific agents against explicit authority boundaries rather than universal safety claims
Preserves longitudinal behavioral history and repair lineage across retests
Works with multiple agent frameworks and supports customer-controlled environments
Enables evidence-backed behavioral testing without requiring production credentials
Outcrawl