| What it does | AI agents that prevent production incidents by verifying changes and investigating alerts
| AI infrastructure performance testing and autonomous operations platform
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| Stage | Not given
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| Founded | 2023
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| Based in | US
| US
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| Pricing model | Paid
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| Pricing | Team $700/month (1,400 credits), Pro $1,500/month (3,000 credits), Scale $3,000/month (6,000 credits), Enterprise custom annual billing. Change verification costs 2 credits ($1), issue investigation costs 10 credits ($5), chat requests 1 credit per started minute after first 30 seconds ($0.50/minute
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| Key features | - Production change verification with up to 14-day monitoring
- Automated root cause analysis for production issues
- Fix pull request generation with production evidence
- Environment graph mapping services and dependencies
- Alert deduplication and false positive dismissal
- Operational memory accumulating across investigations
- Integration with Slack, Microsoft Teams, and web app
- SOC 2 Type II compliance and read-only by default
- MCP (Model Context Protocol) server support
- Custom agents and alert routing
| - Automated infrastructure provisioning including OS, BIOS, firmware and VMs
- Fleet-wide infrastructure health monitoring and anomaly detection
- Autonomous incident remediation with human-in-the-loop controls
- Hardware and infrastructure recommendations from benchmark results
- Natural-language based reporting and analytics
- Benchmark-grounded quality gates for model verification
- Industry-specific AI agents with domain data and system integrations
- Transparent cost reporting and budget control
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| What makes it different | - Verifies production changes against real traffic for up to 14 days
- Hands off fix pull requests with production evidence for review
- Closes false positives and investigates only real production issues
- Learns from each fix and compounds knowledge across the team
- Read-only by default with full audit trails and SOC 2 Type II compliance
| - Autonomous infrastructure management with specialist agents and human-in-the-loop safety
- Intelligent routing delivers 85% cost reduction and $100K+ savings per developer
- SOC 2 Type 2 and ISO 27001 certified for enterprise compliance
- Purpose-built agents for specific industries including datacenters, insurance, and manufacturing
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 47 ● no change since last check | 19 ● no change since last check |
| Trust Flow (Majestic) | 11 | 14 |
| Citation Flow (Majestic) | 36 | 26 |
| Referring domains (Majestic) | 265 | 28 |