Robust Intelligence vs TrojAI
Side-by-side comparison of framework coverage, pricing, capabilities, and target customers. Last verified April 2026.
https://aicompliancevendors.com/compare/robust-intelligence-vs-trojaiRobust Intelligence
Robust Intelligence was a San Francisco-based AI security company co-founded in 2019 by Harvard computer science professor Yaron Singer and Kojin Oshiba. The company pioneered the concept of an 'AI Firewall' — a purpose-built platform that validates, stress-tests, and protects AI models from development through production. Key capabilities included algorithmic red teaming, automated model assessment, and proactive AI risk mitigation aligned to OWASP and MITRE ATLAS standards. Robust Intelligence was acquired by Cisco in October 2024 for a reported $400M and has been foundational to the development of Cisco AI Defense and Cisco Foundation AI. Its technology is now integrated into the Cisco Security Cloud, providing threat protection against prompt injection, data poisoning, jailbreaking, and unintentional model outcomes. The company raised $44M prior to acquisition across three rounds.
TrojAI
Deploy AI Agents with Confidence.
TrojAI is a Saint John, New Brunswick-based AI security company founded in 2019 by James Stewart and Stephen Goddard. The company provides an enterprise AI security platform with two core products: TrojAI Detect (pre-deployment model red teaming and vulnerability assessment) and TrojAI Defend (runtime AI firewall for AI applications and agents). In 2025, TrojAI extended Defend to cover MCP (Model Context Protocol) server governance, providing visibility and policy enforcement for agentic AI workflows. TrojAI serves primarily large enterprise customers in financial services and technology, helping them align with NIST, OWASP, MITRE ATLAS, and CSA frameworks. The company participated in Google's 2023 accelerator program for Canadian startups and was listed on the Vector Institute's '20 Canadian AI Startups to Watch.' TrojAI raised $5.75M in seed capital in April 2024 and maintains offices in Saint John, Fredericton, and Boston.
What the data shows
We haven't published an editorial verdict on this pair yet. The comparison below is built from public vendor materials and our taxonomy — no editorialized ranking.
- Shared framework coverage: NIST AI RMF
- Only TrojAI covers: EU AI Act
- Shared capabilities: 7 of 10 listed.
Want our editorial take? Email the editors or read our methodology.
At a glance
| Attribute | Robust Intelligence | TrojAI |
|---|---|---|
| Founded | 2019 | 2019 |
| Headquarters | San Francisco, United States | Saint John, Canada |
| Employees | 11-50 | 11-50 |
| Funding | Pre-acquisition total: $44M raised ($3M seed Mar 2019 led by Engineering Capital/Sequoia, $11-14M Series A 2020 led by Sequoia Capital, $30M Series B Dec 2021 led by Tiger Global). Acquired by Cisco, completed October 2024 (reported ~$400M). | Seed, $5.75M raised (April 2024), led by Flying Fish with participation from Build Ventures, Techstars, Alteryx Ventures, and Flybridge Capital Partners. Prior seed of $3M (2022). Total raised approximately $8M. |
| Pricing | Now integrated into Cisco AI Defense / Cisco Security Cloud. Standalone Robust Intelligence is no longer sold independently. Pricing through Cisco. | Enterprise-only, no public pricing. Contact sales at troj.ai. |
| Website | Visit site | Visit site |
Framework coverage
| Framework | Robust Intelligence | TrojAI |
|---|---|---|
| EU AI Act | — | Partial |
| NIST AI RMF | Full | Partial |
Capabilities
| Capability | Robust Intelligence | TrojAI |
|---|---|---|
| AI Model Inventory | ✓ | — |
| Audit Evidence Collection | ✓ | ✓ |
| Bias & Fairness Testing | ✓ | ✓ |
| Explainability | — | ✓ |
| LLM Guardrails & Content Filtering | ✓ | ✓ |
| LLM Red Teaming | ✓ | ✓ |
| Model Monitoring | ✓ | ✓ |
| Policy Management | ✓ | ✓ |
| Risk Assessment Workflow | ✓ | ✓ |
| Third-Party AI Vendor Risk | ✓ | — |
Industries served
Robust Intelligence
- Financial Services
- Healthcare
- Insurance
- Government & Public Sector
- Employment & HR
- SaaS & Technology
- Defense & National Security
TrojAI
- Financial Services
- Healthcare
- Insurance
- Defense & National Security
Integrations
Robust Intelligence
- AWS SageMaker
- Azure ML
- Google Vertex AI
- Databricks
- Snowflake
- MLflow
- GitHub
- OpenAI API
TrojAI
- OpenAI API
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Editorial independence: This comparison is free and was not paid for by either vendor. See our methodology.