| What it does | One place to understand and operate AI agents across Microsoft
| AI infrastructure performance testing and autonomous operations platform
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| Stage | Not given
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| Founded | Not given
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| Based in | US
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| Pricing model | Free
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| Pricing | Not given
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| Key features | - Agent Estate Review: read-only review connecting fragmented agent ownership, capability, usage, cost, and risk records
- Helpdesk Triage: AI ticket triage for SharePoint service desks with operator approval
- Agent Workbench: open, refine, and export Microsoft 365 Copilot agent packages
- 30/60/90-day operating plan generation
- Source-backed inventory with identity, ownership and authority tracking
- Review trails for accountability
| - 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 | - Connects fragmented Microsoft records into one accountable operating picture
- Makes agent workforce explicit and operable within two weeks
- Operator retains final authority over all changes
- Evidence-backed decision trails throughout the platform
| - 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 |
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| DR (Domain Rating by Ahrefs) | 16 ● no change since last check | 19 ● no change since last check |
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| Trust Flow (Majestic) | 7 | 14 |
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| Citation Flow (Majestic) | 26 | 26 |
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| Referring domains (Majestic) | 88 | 28 |
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Celest
Metrum AI