| What it does | The execution replay engine for AI agents
| Self-Improving Defense platform that protects from AI attacks
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| Stage | Not given
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| Founded | Not given
| 2022
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| Based in | IN
| US
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| Pricing model | Freemium
| Contact for pricing
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| Pricing | Free plan includes 1,000 traces/mo and 7-day retention. Starter at $29/mo adds 10,000 traces/mo and 30-day retention. Pro at $99/mo includes 50,000 traces/mo, 90-day retention, and unlimited fork replays. Teams at $399/mo provides 500,000 traces/mo, 365-day retention, up to 10 users, and 1,000 prove
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| Key features | - Record every LLM call, tool call, and error with one decorator
- Step-by-step replay of agent executions
- Fork and cascade-replay from any failing step
- Prove-the-fix verification before shipping
- Runtime guardrails and circuit breakers
- CI/CD regression gates
- Multi-agent session tracking and topology graphs
- Automatic hallucination and drift detection
- Semantic search across agent runs
- PII auto-redaction on every plan
| - Acts directly in EDR, cloud, Active Directory, and SIEM
- Investigates every alert to a verdict with reasoning, not playbooks
- AI SOC Agent for automated alert triage and response
- AI Threat Hunt Agent for hypothesis-driven threat detection
- AI Pentest Agent for continuous, on-demand offensive testing
- AI NetSecOps Agent for firewall and network operations
- Context Lake for organization-wide persistent memory of assets and verdicts
- Multi-tenant isolation with per-tenant reasoning for MSSPs
- Hardened against prompt injection and data poisoning
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| What makes it different | - Turns production failures into regression tests that fail builds when behavior breaks
| - Responds to every alert in under 4 minutes on average
- 95% of proposed actions approved by your own analysts
- Self-improves by learning from analyst corrections
- Onboards tenants in hours, not months
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 6 ▲ +1 (up) since last check | 44 ● no change since last check |
| Trust Flow (Majestic) | 20 | 17 |
| Citation Flow (Majestic) | 25 | 36 |
| Referring domains (Majestic) | 115 | 356 |