Robust Intelligence
https://www.robustintelligence.com/
Founded 2019 by Yaron Singer (Harvard); ML risk management — model testing, validation, runtime detection. **Acquired by Cisco Sep-2024** to anchor Cisco's AI security stack. Note: Harrison Chase (LangChain CEO) was an early Robust Intelligence ML lead.
At a glance
- Type
- ML/AI risk platform (acquired by Cisco Sep 2024)
- Tier
- T2
- Created
- 2019 (founded)
- Latest release
- not applicable — wrong section
- License
- not applicable — not OSS
- GitHub
- not applicable — no GitHub repo
- Pricing
- not applicable — wrong section
- Funding
- Acquired by Cisco Sep-2024 (terms undisclosed; ~$44M pre-acq)
Taxonomy
- storage
- none-trivial
- retrieval
- none
- persistence
- session-only
- update
- agent-controlled
- unit
- turn
- governance
- opaque
- conflict
- out-of-scope
When to use
Optimised for: enterprise ML risk + AI security (Cisco SecureAI tier)
Anti-fit: not applicable — wrong section
Pros & cons
Pros
Cisco-scale distribution post-acq; long history (one of first ML-risk vendors); broad customer base.
Cons
Post-acq direction uncertain; was historically more ML-eval than GenAI-runtime.
Claims & capabilities
Cisco acquisition Sep-2024 (terms undisclosed; reported ~$300M+); pre-acq raised ~$44M total
Technical surface
- API surface
- not applicable — wrong section
- Backend storage
- not applicable — wrong section
- Deployment
- not applicable — wrong section
- Embedding model
- not applicable — not a memory product
- Multi-tenancy
- not applicable — wrong section
- MCP
- not applicable — wrong section
- A2A
- not applicable — wrong section
- OpenTelemetry
- not applicable — wrong section
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