Skip to main content

AI Deployment Assurance

AI Deployment Assurance for Systems That Cannot Fail.

Mythos gives validation to AI workflows across data, routing, agents, controls, and evidence: before deployment, during testing, and as systems change.

The Validation Gap

AI is shipping faster than teams can validate it.

Enterprise AI is becoming an execution layer. It reads data, routes requests, calls tools, and acts. Most teams put these systems into production before they can prove how they behave. Mythos closes the gap between how fast AI ships and how well it is validated.

AI now has access most teams can't see.

Agents and RAG pipelines reach into data, tools, and other systems. Without a clear map of what AI can see and do, exposure stays invisible until something goes wrong.

One-time testing goes stale fast.

Models, prompts, permissions, and data sources change constantly. A single assessment can't prove a system is still safe a release later.

Executives need proof, not assurances.

Security, compliance, and audit teams need evidence a system was validated, not a claim that someone believes it is fine.

The Platform Pair

Athena finds the risk. Achilles tests the AI.

Enterprise AI now touches data, routes, tools, and approvals. Mythos pairs system validation with AI behavior testing so teams can review risk, evidence, and release readiness before deployment.

System Layer

Offensive security & evidence engine

Athena

Athena maps the system foundation: exposure, routes, permissions, findings, and the evidence teams need for review.

  • Exposure mapping
  • Attack-path discovery
  • Finding management
  • Compliance mapping
  • Evidence export

AI Execution Layer

AI assurance & validation engine

Achilles

Achilles tests the AI execution layer: prompts, retrieval, agents, tools, permissions, approvals, and release gates.

  • RAG leakage testing
  • Goal hijack testing
  • Agent behavior testing
  • Permission boundary testing
  • Release-readiness gates

The Assurance Loop

Athena and Achilles feed one continuous cycle — not two separate products.

  1. Exposure

    Athena

  2. Evidence

    Documented

  3. Behavior

    Achilles

  4. Release

    Gated

  5. Revalidate

    Ongoing

Why Mythos

Independent validation

Tests are scoped to your environment and designed to produce reviewable evidence.

Evidence-first output

Findings are organized for security, compliance, remediation, and executive review.

Built for AI execution paths

Mythos looks at what the AI can see, where requests go, what tools are used, and what actions can occur.

Why Mythos

AI is moving from answers to actions.

Enterprises are no longer only asking whether AI can generate useful text. They are asking what the system can access, which tools it can use, where requests go, what evidence exists, and whether humans can trust the next deployment step. Mythos exists to help organizations review AI systems before trust expands.

Access creates risk

AI systems often connect to documents, data platforms, tools, APIs, tickets, repositories, cloud systems, and business workflows. Mythos helps map what becomes reachable before access expands.

Behavior must be tested

AI can behave differently under edge cases, prompt injection, stale sources, conflicting instructions, overbroad permissions, or tool-use pressure. Mythos helps test the behavior that matters before release.

Evidence drives decisions

A deployment decision should not depend on vague confidence. Mythos focuses on findings, proof, remediation guidance, and retest evidence that humans can review.

Platform Demo

See the assurance forge.

Watch one AI workflow move from assessment to validation to evidence — the loop Mythos runs before release and as systems change.

Markets

Built for high-trust markets.

AI-Heavy SaaS

Products shipping AI features and agents to customers at speed.

Finance & Insurance

Regulated decisioning, claims, and fraud workflows under audit.

Healthcare & Life Sciences

Patient and research data inside AI-assisted workflows.

Regulated & Defense

Mission-critical systems that demand controlled validation.

See whether your AI
is ready to deploy.

Start with one AI system. Get independent validation and an evidence pack your security, compliance, and executive teams can use.

Opening the Vault.

Initializing secure validation chamber.

Mythos