Alternatives directory
Vendors in the directory with the most taxonomy overlap with TrojAI — shared frameworks, capabilities, industries, and integrations.
Last checked October 15, 2026How this shortlist is built
Ranking is deterministic: same product category (heaviest signal), then shared framework coverage, capabilities, industries, and integrations documented on each vendor's profile. No editorial narrative has been written for this page yet.
If you want a long-form comparison with pros, cons, and verdicts, see our curated alternatives pages or run the matchmaker.
| Alternative | Shared frameworks | Shared capabilities | Pricing | |
|---|---|---|---|---|
| HiddenLayer | EU Artificial Intelligence Act, NIST AI Risk Management Framework | Policy Management, Risk Assessment Workflow, Model Monitoring +3 | contact only | Compare |
| Lakera | EU Artificial Intelligence Act, NIST AI Risk Management Framework | Model Monitoring, LLM Red Teaming, LLM Guardrails & Content Filtering +2 | contact only | Compare |
| F5 AI Guardrails | EU Artificial Intelligence Act, NIST AI Risk Management Framework | LLM Guardrails & Content Filtering, LLM Red Teaming | contact only | Compare |
| WitnessAI | EU Artificial Intelligence Act, NIST AI Risk Management Framework | LLM Guardrails & Content Filtering, LLM Red Teaming | tiered | Compare |
| Giskard | EU Artificial Intelligence Act | LLM Red Teaming, Bias & Fairness Testing | contact only | Compare |
| Noma Security | EU Artificial Intelligence Act, NIST AI Risk Management Framework | LLM Red Teaming | contact only | Compare |
The leading security platform to secure your AI future.
Common ground: both serve Financial Services.
F5's runtime guardrails and AI Red Team testing for AI models, apps and agents, built from CalypsoAI and deployable on premises or air-gapped
Common ground: both serve Financial Services, Healthcare.
Network-level visibility, policy control and runtime protection for employee AI use and AI agents, with list prices on AWS Marketplace
Common ground: both serve Financial Services.
European platform for red teaming, evaluating and guarding AI agents, with an Apache 2.0 open-source library and on-premise deployment
Common ground: both serve Financial Services, Insurance.
AI agent security platform covering discovery and posture (AI-SPM), agent access control, runtime detection and response, and red teaming
Common ground: both serve Financial Services.
See something missing?
These shortlists update automatically as we catalogue more vendors and expand coverage.