AI Tech Stack: AI Safety, Security & Governance Landscape 2026
A live map of the companies making AI systems safe, secure and governable, from red-teaming and guardrails to model security and policy tooling. Compiled by VenorTech (landscape dated 20 October 2026) and organized into VenorTech's own categories, in the order they list them: 223 companies across 9 categories. Source: https://landscapes.venortech.com/ai-safety-security-governance/
AI Governance, Risk & Compliance (GRC)
2021 ActClarity Actualyze AI AI Score Align AlphaBitCore Anch.ai Asenion Bast Calvin Risk Coalex.ai Compilence Credo AI Daxa AI Enzai Essert Fairnow Fairplay Geordie Holistic AI Howso Iridius Komply Konfer Latticeflow Lumenova Magier AI Midas ModelOp Modulos AG Monitaur Naaia Onetrust Openlayer Polygraf Prediction Guard Prefactor Produktiv Recordpoint Saidot Sci2sci Seekr Singulr SolasAI Splx Superwise Suzan AI Swept Trail Trustible Trustwise Unlikely AI ValidMind Velatir Verifywise Yields Zenolabs AI ZeroDrift
AI Runtime Security & Guardrails
AetherLab AI Shield AIceberg AIR Security Alert AI Alinia AI Avanor Backslash Security CalypsoAI Capsule Security Cinder Ciphero Cleanlab CTGT DeepKeep Dynamo Eve Security Evoke Security GLACIS Technologies, Inc. Gray Swan Guardrail Technologies Inc. Guardrails Helmet Security HiveTrace Humanos Invariant Labs Jozu Kontext Kyvvu Lakera Mira Neo Security NeuroMagix NOFire AI Pangea Cloud Pinta AI Qualifire Quilr Rein Security Resect AI Ring Zero Security Silmaril Straiker Tenet Security Trojai Trussed AI VeriSigil AI Virtue AI VORTIQ-X Consilium FZCO ZenGuard AI Zenity
AI Red Teaming & Security Testing
Adversa AI Airside Labs Alice Casco Circuit Breaker Labs Cybret Dreadnode Giskard HackerOne Haize Labs Harmony Intelligence Irregular Legit Security Mindgard Preamble Promptfoo Repello Revaisor Robust Intelligence Safe Intelligence Trent AI Tumeryk Verno Labs White Circle
Agent Identity & Access Control
Astrasync Billions BotAris Clawvisor ConductorOne Credal Cyata Decawork AI GitGuardian HODOR Hush Security Javelin Keycard LangGuard Nava Labs Outerlimit Rig Security Riptides Saviynt Synergetics Token Security Xybern
Shadow AI Discovery & Workforce AI Governance
AIM Security Aurascape Etiq Harmonic Security Island Knostic Lanai Lumia Security NROC Security Onyx Security Opsin Prompt: Rencore SurePath Swift Security Unseen Security Vallum Verax AI Wald Willow WitnessAI
AI Data Privacy & Confidential Computing
Almure Antimatter Bitfount Caution ConfidentialMind Enigmata Honeypotz Kern AI Mirror Security Mithril Security Nenna AI Opaque Prem Redactive Securiti Sherpa.ai skyflow Teleskope Tinfoil Wodan AI
AI Security Posture & Threat Detection
Acuvity AllTrue Blindsight Cranium General Analysis Hardshell Hiddenlayer Lasso Security Neuraltrust Noma Security Ovalix Pillar Security Prompt Armor ProtectAI Reco Starseer Superalign
Deepfake & Content Authenticity Detection
Aurigin Detectif.ai GPTZero Identifai Label4 Reality Defender Resemble
Hyperscaler / SaaS Giant
Amazon Web Services Google Microsoft
Dealroom.co