Platform

The Product Security Assurance platform for AI software factories

A system of record for releases, advisories, exceptions, approvals, and evidence - with release assurance built in - for software increasingly written, reviewed, tested, and released by AI agents.

Core System

Evidence organized around decisions, not findings.

Efeeo connects release history, SBOMs, build attestations, code review provenance, deployment context, exceptions, and approvals into a proof graph that product security teams can query when the stakes are high.

Posture management tells you where you stand today. Efeeo maintains the record of what you shipped, what evidence supported it, and who owned the call.

Proof graph

One evidence model for code, dependencies, releases, deployments, customers, and approvals.

Deterministic evaluation

Same evidence, same result. Conclusions come from cited facts and policy logic.

Human + AI provenance

See where agents authored, reviewed, tested, approved, or lacked independent review.

Independently verifiable

Tamper-evident records that customers, auditors, and regulators can verify without trusting Efeeo or your build infrastructure.

Decision method

Product-security decision patterns proven on Customer Zero and applied to your releases and PSIRT response. The reusable corpus grows with every signed disposition.

FIRST's PSIRT Services Framework requires a stakeholders-to-products/versions matrix under every service it defines. Efeeo maintains that matrix as tamper-evident, queryable evidence.

Release Assurance

Release assurance is where product security governance becomes real.

Every release is a bundle of decisions: what changed, who or what authored it, who reviewed it, what evidence exists, what exceptions were accepted, and who owns the risk. When the authors are increasingly agents, the judgment calls do not get fewer. They get faster, and they need better ground to stand on.

Before ship

Independent review

Detect AI-authored changes that lack human review or security-qualified approval.

At ship

Release evidence

Bind provenance, SBOM, scans, exceptions, and approvals to the product/version record.

After ship

Exposure answers

Know which products, versions, and deployments are affected when a vulnerability lands.

Advisory-Day Runbook

A response path for the first 72 hours.

Efeeo helps teams move from advisory to supported disposition without improvising from tickets, stale SBOMs, or scattered release notes.

01

Match advisory to products and versions

Evaluate components, dependency paths, build provenance, and deployed release history.

02

Name facts, assumptions, and unknowns

Separate evidence-backed conclusions from areas requiring owner judgment or additional collection.

03

Draft the customer packet

Assemble advisory language, notification scope, citations, and reporting-clock status.

04

Route disposition for sign-off

Preserve named accountability before customers, regulators, or executives are updated.

How to start

Start with the Baseline.

The Baseline is a fixed-scope engagement: backfill your release evidence, verify it against the proof graph, replay a real advisory (Miasma or Shai-Hulud) against your own history, and validate the response path with your named owners.

Baseline

Release Assurance Baseline

Backfill, verify, replay, validate. Map release evidence, AI provenance, review coverage, policy decisions, and accountable owners into the proof graph.

Managed

Managed Release Assurance

Efeeo operates the evidence graph and advisory-day mechanics as a service: intake, evaluation, packet drafting, and clock tracking, with every disposition routed to your named owners.

Program

Fractional Head of Product Security

Strategy, roadmap, PSIRT stand-up, SBOM strategy, AI/ML governance, secure SDLC maturation, and executive reporting. See services.

Add-on

M&A / Vendor Security Assessment

Use the same baseline machinery to assess release evidence, provenance, and product-security decision quality.

Compliance Automation

Built on the evidence and proof your ecosystem already collects.

NIST SSDF EU CRA PCI-DSS Reg S-P Customer DDQ

Get started

Put your consequential decisions on the record.

See how Efeeo assembles the evidence, names the unknowns, and routes every disposition to a named human for sign-off.