Robust Intelligence

Robust Intelligence is an AI security company founded in 2019 to defend ML and GenAI systems against adversarial attacks, data poisoning, prompt injection, and unsafe outputs. Its platform combined automated red teaming (Algorithmic AI Red Teaming) with runtime protection (AI Firewall) for LLM and traditional ML applications. Cisco announced the acquisition of Robust Intelligence in August 2024 and the technology now powers the Cisco AI Defense product line, with Robust Intelligence's capabilities integrated into Cisco's broader security portfolio.

Robust Intelligence publishes 3 APIs on the APIs.io network. Tagged areas include AI Security, Runtime Protection, Algorithmic Red Teaming, LLM Security, and Cisco.

Robust Intelligence’s developer surface includes engineering blog and 7 more developer resources.

16.1/100 emerging ▬ flat Agent 3/100 human only Full breakdown ↓
scored 2026-08-05 · rubric v0.9.1
AccessFree
3 APIs 5 Features 4 Use Cases
AI SecurityRuntime ProtectionAlgorithmic Red TeamingLLM SecurityCiscoAcquiredGuardrails

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-05 · rubric v0.9.1
Composite quality — 16.1/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 0.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/robust-intelligence: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 3

Individual APIs this provider publishes, each with its own machine-readable definition.

Cisco AI Defense

Cisco AI Defense is the post-acquisition home of Robust Intelligence's AI security technology. It provides runtime protection for AI applications, model validation, algorithmic ...

AI Firewall (Legacy)

The Robust Intelligence AI Firewall provided runtime guardrails for LLM and ML applications, screening prompts and responses for prompt injection, PII, toxicity, hallucination, ...

Algorithmic AI Red Teaming (Legacy)

Algorithmic AI Red Teaming was Robust Intelligence's automated adversarial testing product for ML and LLM models, generating attacks across data, model, and prompt layers and pr...

Pricing Plans 1

Published pricing tiers and plan structures.

Rate Limits 1

Documented rate limits and quota policies.

Robust Intelligence Rate Limits

2 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Features 5

Notable capabilities this provider offers.

AI Firewall

Runtime guardrails screening LLM prompts and responses for prompt injection, PII, toxicity, and policy violations.

Algorithmic Red Teaming

Automated adversarial testing of ML and LLM models across data, model, and prompt attack surfaces.

Model Validation

Pre-production validation of ML and LLM models against safety, security, and quality criteria.

Shadow AI Discovery

Visibility into AI applications, models, and providers in use across the enterprise.

Cisco Security Cloud Integration

Native integration with Cisco's broader security portfolio post-acquisition.

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Robust Intelligence Domain Security

TLSv1.3 · DMARC

SECURITY

Use Cases 4

What developers build with this provider.

Enterprise AI Security

Protect production LLM and ML applications against adversarial attacks and unsafe outputs.

AI Governance

Inventory and govern AI usage across the enterprise to meet emerging regulatory requirements.

Pre-production Red Teaming

Run automated adversarial assessments against AI models before deployment.

Runtime Guardrails

Enforce policies on prompts and responses in production GenAI applications.

Integrations 5

Pre-built integrations with other platforms and tools.

Cisco Security Cloud

Native integration with Cisco's broader security platform.

OpenAI

Guardrails and red teaming for OpenAI-based applications.

Anthropic

Protection for Anthropic Claude-based applications.

Hugging Face

Validation and red teaming of Hugging Face hosted models.

SageMaker

Integration with AWS SageMaker for model validation workflows.

Resources

Build 1

SDKs, sample code, and the tooling you integrate with

Access & Security 1

Authentication, authorization, and security posture

Company 3

The organization behind the API

Other 4

Properties that don't map to a standard resource type

Source (apis.yml)

apis.yml Raw ↑
aid: robust-intelligence
url: https://raw.githubusercontent.com/api-evangelist/robust-intelligence/refs/heads/main/apis.yml
name: Robust Intelligence
type: Index
accessModel:
  pricing: free
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Free
  confidence: medium
  source:
  - plans
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/robust-intelligence.png
tags:
- AI Security
- Runtime Protection
- Algorithmic Red Teaming
- LLM Security
- Cisco
- Acquired
- Guardrails
description: Robust Intelligence is an AI security company founded in 2019 to defend ML and GenAI systems against adversarial
  attacks, data poisoning, prompt injection, and unsafe outputs. Its platform combined automated red teaming (Algorithmic
  AI Red Teaming) with runtime protection (AI Firewall) for LLM and traditional ML applications. Cisco announced the acquisition
  of Robust Intelligence in August 2024 and the technology now powers the Cisco AI Defense product line, with Robust Intelligence's
  capabilities integrated into Cisco's broader security portfolio.
created: '2026-05-23'
modified: '2026-05-23'
specificationVersion: '0.19'
apis:
- aid: robust-intelligence:cisco-ai-defense
  name: Cisco AI Defense
  tags:
  - AI Security
  - Runtime Protection
  - LLM Security
  - Cisco
  humanURL: https://www.cisco.com/site/us/en/products/security/ai-defense/index.html
  properties:
  - url: https://www.cisco.com/site/us/en/products/security/ai-defense/index.html
    type: Documentation
  description: Cisco AI Defense is the post-acquisition home of Robust Intelligence's AI security technology. It provides
    runtime protection for AI applications, model validation, algorithmic red teaming, and visibility into shadow AI usage
    across the enterprise. Delivered through Cisco's commercial sales channels with integration into the broader Cisco Security
    Cloud.
- aid: robust-intelligence:ai-firewall
  name: AI Firewall (Legacy)
  tags:
  - Runtime Protection
  - Guardrails
  - LLM Security
  - Legacy
  humanURL: https://www.robustintelligence.com/
  properties:
  - url: https://www.robustintelligence.com/
    type: Documentation
  description: The Robust Intelligence AI Firewall provided runtime guardrails for LLM and ML applications, screening prompts
    and responses for prompt injection, PII, toxicity, hallucination, and policy violations. Now integrated into Cisco AI
    Defense and rebranded under the Cisco product portfolio.
- aid: robust-intelligence:algorithmic-red-teaming
  name: Algorithmic AI Red Teaming (Legacy)
  tags:
  - Red Teaming
  - AI Security
  - Vulnerability Assessment
  - Legacy
  humanURL: https://www.robustintelligence.com/
  properties:
  - url: https://www.robustintelligence.com/
    type: Documentation
  description: Algorithmic AI Red Teaming was Robust Intelligence's automated adversarial testing product for ML and LLM models,
    generating attacks across data, model, and prompt layers and producing risk reports for security and ML teams. Capabilities
    now delivered through Cisco AI Defense.
common:
- type: DomainSecurity
  url: security/robust-intelligence-domain-security.yml
- type: Website
  url: https://www.robustintelligence.com/
- type: CiscoProduct
  url: https://www.cisco.com/site/us/en/products/security/ai-defense/index.html
- type: AcquisitionAnnouncement
  url: https://newsroom.cisco.com/c/r/newsroom/en/us/a/y2024/m08/cisco-announces-intent-to-acquire-robust-intelligence-to-deliver-comprehensive-ai-security.html
- type: Blog
  url: https://www.robustintelligence.com/blog
- type: LinkedIn
  url: https://www.linkedin.com/company/robust-intelligence/
- type: GitHubOrganization
  url: https://github.com/robustintelligence
- type: AcquiredBy
  url: https://www.cisco.com/
- type: Features
  data:
  - name: AI Firewall
    description: Runtime guardrails screening LLM prompts and responses for prompt injection, PII, toxicity, and policy violations.
  - name: Algorithmic Red Teaming
    description: Automated adversarial testing of ML and LLM models across data, model, and prompt attack surfaces.
  - name: Model Validation
    description: Pre-production validation of ML and LLM models against safety, security, and quality criteria.
  - name: Shadow AI Discovery
    description: Visibility into AI applications, models, and providers in use across the enterprise.
  - name: Cisco Security Cloud Integration
    description: Native integration with Cisco's broader security portfolio post-acquisition.
- type: UseCases
  data:
  - name: Enterprise AI Security
    description: Protect production LLM and ML applications against adversarial attacks and unsafe outputs.
  - name: AI Governance
    description: Inventory and govern AI usage across the enterprise to meet emerging regulatory requirements.
  - name: Pre-production Red Teaming
    description: Run automated adversarial assessments against AI models before deployment.
  - name: Runtime Guardrails
    description: Enforce policies on prompts and responses in production GenAI applications.
- type: Integrations
  data:
  - name: Cisco Security Cloud
    description: Native integration with Cisco's broader security platform.
  - name: OpenAI
    description: Guardrails and red teaming for OpenAI-based applications.
  - name: Anthropic
    description: Protection for Anthropic Claude-based applications.
  - name: Hugging Face
    description: Validation and red teaming of Hugging Face hosted models.
  - name: SageMaker
    description: Integration with AWS SageMaker for model validation workflows.
- type: AcquisitionNotice
  description: Robust Intelligence was acquired by Cisco in August 2024. The product is now delivered as Cisco AI Defense
    under the Cisco Security portfolio. Independent product names and developer-facing surfaces are being consolidated into
    Cisco's portals.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com