| What it does | One place to understand and operate AI agents across Microsoft
| LLM router that recommends the lowest-cost model for each task
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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
| Free: first 50 requests per month. Pay as you go: $0.002 per request, drawn from prepaid balance topped up by card in $5 multiples ($5 covers 2,500 requests). Business: $0.002 per request plus organizations and signed DPA on request. Enterprise: negotiated per-request rate with invoicing and custom
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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
| - Decision receipt recording model, reasoning effort, cache, context, policy, and economics
- Support for Anthropic Claude, OpenAI GPT, and Google Gemini models
- OpenAI-compatible managed proxy
- Bring-your-own-keys (BYOK) on every plan
- Complexity analysis via lightweight ML model
- Per-tier fallback chain for provider availability
- Organization-level observability with Nadir Lens
- Verifier-gated cascade for optional post-generation verification
- Savings accounting and comparison against benchmark model
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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
| - Runs beside existing gateway without replacement, preserving infrastructure
- Auditable path from shadow observation to reviewed enforcement
- No fee on model savings or percentage markup on model costs
- Decision receipt joins measured execution and customer outcomes
- Self-hosted NadirClaw available free for noncommercial use
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 16 ● no change since last check | 25 ● no change since last check |
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| Trust Flow (Majestic) | 7 | 12 |
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| Citation Flow (Majestic) | 26 | 31 |
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| Referring domains (Majestic) | 88 | 71 |
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Nadir