Services

M.A.D.E. — Defend

Agentic Workflow Security & Hardening

Security hardening for AI agents and tool-using workflows

Design safe permissions, approvals, logging, rollback paths, and release controls for AI agents in production.

Make agent actions safer to approve, observe, and reverse

Get clear action boundaries, approval gates, release checks, and incident controls your team can enforce.

Covers tool permissions, scoped credentials, human approval, destructive actions, logging, kill switches, rollback, and incident hooks.

Scope agent hardening Back to services

Best for

AI Platform Lead, Product Security, Security Architect, Automation Lead

Engagement model

implementation

Duration

3-6 weeks

Deliverables

5 deliverables

What it covers

Tool permissions, scoped credentials

Human approval, destructive actions

Logging, kill switches, rollback

Incident hooks, CI/CD gating checklist

Use when

Our agent can take actions.We need controls after an agent abuse review.Permissions, approvals, rollback, and logs need to become engineering work.

Supporting products

SecEng Code Scanner

Code-derived control gaps and Jira-ready remediation backlog.

SecEng Authority Graph

Permission hardening and dangerous-composition analysis.

SecEng Runtime Proxy

Runtime telemetry, replay, and evidence export.

SecEng Program Blueprint Kit

Sprint-ready hardening tasks and ownership structure.

Related research

Agentic Anarchy

Delegated-action risk framing.

AI Security Engineering Handbook

Program controls and operating cadence.

Related people

David Wolf

Builds operating models, controls, detection, and evidence layers for enterprise AI adoption.

Alex Eisen

Finds real AI attack paths through applied vulnerability research, adversarial testing, and incident-informed threat analysis.

Alex Karoulias

Engineering student at Athens Technical University, Class of 2027

Tim Kerimbekov

Related evidence

Agentic Browser Security Assessment

Confidential AI Automation Platform

GitOps Multi-Agent SDLC Automation Platform

Internal Product

Tauri Rust AI Sidecar, Apple Bridge & Capability Mesh

Internal Product

Related services

defend

AI Guardrails & Evals Review

A regression-tested eval suite with release criteria your team can enforce in CI.

attack

AI Red Team & Adversarial Testing

Get attack findings your engineering team can reproduce and fix, along with evidence your security team and buyers can review.

Start here

Scope this review through discovery, then translate the result into engineering work, buyer-ready evidence, or a follow-on engagement.

Harden AI Workflows

Canonical route: /services/agentic-workflow-security-hardening