AI Product Security
aisecurity.llc / Solution Briefs
Boardroom risk, converted into engineering briefs.
Practical AI security solution briefs for product teams, CISOs, security leaders, and founders who need to move from concern to control evidence.
Briefing stack
Three reusable paths from risk language to proof.
01
Control Plane
Product Security
02
Agent Security
Agent Security
03
Evidence Accelerator
Governance Evidence
Risk-to-proof path
01
Risk language
Board, buyer, product, or governance pressure.
02
Engineering work
Bounded sprint, test plan, controls, and owners.
03
Evidence pack
Artifacts, caveats, remediation, and claim posture.
Brief library
Choose the pressure point you need to operationalize.
Product Security
SOLUTION BRIEF / PRODUCT SECURITY
AI Product Security Control Plane
A field-ready brief for turning AI product risk into inventories, controls, telemetry, approvals, remediation, and evidence.
Best for: CISOs, product-security leaders, CTOs, AI platform owners
5
control layers
7
evidence classes
30-60
day rollout path
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Agent Security
SOLUTION BRIEF / AGENT SECURITY
Agentic Workflow Security
A solution brief for securing delegated action: tools, permissions, approvals, logs, rollback, and blast-radius controls for agentic systems.
Best for: AI product teams, platform engineering, AppSec, workflow automation owners
4
authority boundaries
9
abuse paths
1
rollback plan
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Governance Evidence
SOLUTION BRIEF / GOVERNANCE EVIDENCE
Governance Evidence Accelerator
A solution brief for translating AI governance expectations into controls, backlog, artifacts, and claim-ready evidence.
Best for: CISOs, GRC leaders, founders, customer-trust teams, sponsor and partnership leads
ISO
42001-aligned language
NIST
AI RMF mapping
public-safe
claim posture
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Proof chains
The deliverables that make the briefs credible.
Agent Security
Governance Evidence
Next step
Move from brief to paid advisory.
Use the solution brief to align language, then move into the service path that produces controls, evidence, and remediation work.
How to use these
Briefs are not brochures.
Each brief is designed to become a scoping call, a backlog, an evidence pack, or an executive readout. Use the public version for alignment, then tailor the artifact set to the system being assessed.
Align
Create shared language for the risk, audience, control target, and caveats.
Scope
Convert the brief into a bounded assessment, sprint, or advisory engagement.
Prove
Package findings, traces, controls, and remediation evidence for review.
Brief standard
Public-safe
Every brief uses careful claim language and explicit caveats so it can support executive, sponsor, and customer conversations.
Brief standard
Engineering-led
The center of each brief is not positioning. It is ownership, controls, tests, telemetry, approvals, remediation, and evidence.
Brief standard
Reusable
The briefs can become a scoping memo, a workshop agenda, a remediation sprint, a board appendix, or a customer trust artifact.
Next step
Turn a brief into an executable AI security sprint.
Bring a product, agent workflow, customer-security blocker, or governance commitment. We will scope the evidence path and define what engineering should prove first.