Axiomat
Software that formally verifies AI agents' answers to company data queries so businesses can trust them without manual checks.
AI-safety startups
November 2026
4
Stacktrace
Monitoring and control layer that lets teams see, bound, and intervene in what their AI agents do.
Asim
Standardized tests that show robotics companies where their robots fail under changing weight, friction and materials before deployment.
Routant
Zero-trust access controls letting outside AI agents work in enterprise customers' private systems, with approvals and audit logs.
October 2026
5
Mirrors
Scoped corrections that stop production AI agents from repeating recurring mistakes, for engineering teams running customer-facing agents.
Latent
Flags likely-wrong LLM answers for finance, legal and healthcare teams before customers see them.
Armorer Labs
Security testing and runtime monitoring for AI agents at companies in regulated industries.
Funding: Backed by Paul Vixie (amount not stated)
Proof of Human
An API that continuously checks whether users are humans or bots and AI agents, for websites and apps.
DeepMark
Audio watermarks in AI agent voices that survive phone calls, for banks and call centers to verify agents.
September 2026
1
Traceforce
Security monitoring that shows companies which AI apps employees use on their devices and blocks risky actions.
August 2026
1
Decawork
Small company-specific models that approve or block each action AI agents take, for businesses running agents.
July 2026
2
Fabraix
Automated red-teaming agents that find security holes in customer-facing AI agents for large enterprises.
Energent AI
Agent that independently re-verifies every number in AI-generated results and shows its work, for analysts and teams.
June 2026
3
Lattice Health
Software that monitors deployed medical imaging AI for hospitals, tracking accuracy, drift and bias against radiologist reads.
Wato
A shared workspace where teams give AI agents permissioned access to company tools, context, and reusable workflows.
BentoLabs AI
Monitoring for teams running production AI agents, catching silent failures and suggesting prompt or harness fixes.
May 2026
4
AGI Deploy Co
Insurance and security coverage for businesses running AI agents in production.
Clawvisor
Authorization layer letting teams give AI agents Gmail, Slack and Drive access without exposing credentials.
Chronicle Labs
Staging environments that replay recorded production events so enterprises can safely test changes to their AI agents.
Klaimee
Liability insurance and risk certification for companies deploying AI agents that take actions autonomously.
April 2026
1
Silmaril
Prompt-injection defense for AI agents, plugged into frameworks like LangGraph, for companies running agentic apps.
March 2026
2
Agentic Fabriq
Identity, scoped permissions, approval flows and audit logs controlling what company AI agents can access and do.
Envariant
Interpretability SDK that lets foundation model builders analyze and steer their models' behavior.
February 2026
4
TwentyTwo
Debugging assistant that pinpoints where developers' AI agents went wrong and why.
Salus
An API that checks AI agent actions at runtime, blocking wrong ones before they execute, for developers building agents.
Sentrial
Monitoring and debugging for engineering teams running AI agents in production, catching loops and hallucinations live.
Oximy
Enterprise software that tracks which AI tools and spending a company uses and routes employee AI requests to models.