Evidence · Package · Review
Evidence
Package AI security answers before buyers ask twice.
Turn AI system facts, controls, findings, ownership, caveats, validation records, and remediation status into buyer-ready answers, evidence packs, trust-center language, and review support — all rendered from one validated evidence graph.
What Evidence Produces
Customer security review answers
AI questionnaire responses
Approved answer banks
Evidence packs
Control ownership maps
Claim-readiness notes
Trust-center AI copy
Scoped caveats
Findings and remediation records
Retest notes
Engagement lifecycle
Finding → fix → retest → buyer proof
Each stage populates from real engagement state. Nothing here is generated until an authorized review runs.
Findings
No findings yet. Findings appear after an authorized review produces validated results.
Fix tracking
Fix status appears when remediation tracking is included in the engagement or workspace.
Retest
Retest requests become available for findings where retesting is included or separately approved.
Buyer proof
Buyer-ready exports are generated after evidence is reviewed and public-safe claim language is approved.
Finding status vocabulary
Report status vocabulary
Capabilities
What SecEng Evidence produces.
Evidence Pack Builder
Turn assessment outputs, scope, findings, and reviewed notes into buyer-ready packets. Structure evidence for launch decisions, enterprise security review, remediation, and claim-readiness.
One Graph, Many Formats
Output adapters render the same validated evidence graph into JSON evidence bundles, SARIF, markdown reports, ECS events, OpenTelemetry spans, FAIR annotations, risk registers, attestations, and partner-safe or OEM white-label outputs — no format is a separate re-analysis.
Validation Gate
Nothing publishes without passing a deterministic validation gate: no unsupported CVE/KEV/EPSS claims, no named actor without evidence, no customer impact without a relationship dimension, no raw secrets or prompts outside internal mode.
Finding-to-Fix Trail
Preserve what was found, what changed, what was retested, and what remains accepted risk. Every finding links to its remediation record and retest outcome.
Claim-Readiness Review
Prevent draft findings or scoped results from becoming unsupported public claims. Human review gates separate internal evidence from buyer-facing language.
Questionnaire Answer Bank
Translate reviewed evidence into reusable enterprise-security answers. Map findings to OWASP LLM Top 10, NIST AI RMF, MITRE ATLAS, ISO 42001, and EU AI Act control language.
Public-Safe Summaries
Create redacted summaries that preserve scope, date, caveats, and limits — ready for trust centers, procurement packets, and buyer due diligence without revealing restricted details.
Human Review Gate
Keep AI-assisted drafts out of external use until reviewed. Named human operators remain accountable for final deliverables, attestations, and public-safe claim language.
Instruments
SecEng Evidence instruments.
AI Security Sales Enablement
Buyer-ready answers, evidence packs, safe claims, and review support.
AI Security Program Scorecard
Baseline controls, evidence gaps, ownership, and roadmap across 14 domains.
SecEng Code Scanner
Exports graph-backed attack-path evidence, CVE candidate registers, disclosure drafts, control matrices, developer exports, SARIF, GitHub code scanning, Jira, and VS Code diagnostics.
SecEng AI Control Crosswalk
Framework mapping and claim-readiness support. Browse OWASP LLM, NIST AI RMF, MITRE ATLAS, and ISO 42001 controls — map findings without a spreadsheet.
SecEng Runtime Proxy
Generate timestamped, review-ready evidence bundles for AppSec, GRC, legal, procurement, and customer security review.
SecEng Trust Scanner
Public trust, policy & evidence-surface review. Audit AI security claims and identify evidence gaps before buyers or auditors ask.
SecEng RAG Test Harness
Export retrieval authorization evidence, ACL audit logs, and source provenance reports mapped to governance controls.
AI Security Attestation
Practitioner-authored, decision-ready attestation document after a scoped technical review. Covers scope, methodology, findings, controls status, and a signed practitioner statement.
Framework coverage
Every finding maps to a control framework.
Evidence instruments align with the frameworks your buyers and auditors already reference — so evidence produced in SecEng Evidence connects directly to procurement requirements without manual translation.
Who benefits
Security teams
Auditable evidence of design review, control coverage, and risk disposition.
Engineers
Clear Jira tickets with architectural context and remediation guidance — not abstract risk language.
Engineering managers
A prioritized security backlog that connects to sprints and release gates.
Leaders and auditors
An executive risk summary and a structured record of all threat modeling decisions.
Procurement reviewers
Evidence packs, framework crosswalks, and trust language that meets enterprise procurement review requirements.
Proof Trail
Scope limitation
Evidence is not a certification and does not mean a product is vulnerability-free. Every artifact is scoped, dated, and limited to the work actually performed.