Operator draftNeeds proof
AI agent draftGrounded
Tool actionOwner needed
Keep every GTM move in bounds. Learn what wins next.
AI CMO is the firewall between your company and the market. Work from people, agents, and tools gets checked against one approved standard. What every lane learns joins into one market view for the next call.
Content & SocialSetup line lands
SEO & GEOSetup question grows
Product MarketerSales asks for proof
Next CMO call · VP GTM Test the seven-day setup message on one page. Keep the old standard until the result is clear.
The full role
A CMO must hold the line and move it forward.
Two jobs. One set of sources, owners, and market evidence.
Keep work from people and tools on one standard.
Check claims, rules, permissions, and owners. Show the gap. Route exceptions. Never self-approve.
PeopleAI agentsConnected tools
Turn three specialist views into one market view.
Join buyer questions, content response, and asset use. Keep the source, doubt, buyer group, and time.
ContentSearchProductHuman calls
Pillar 2 · Market learning · Living and Winning
Three agents see parts. AI CMO sees the pattern.
It joins source-linked signals from mapped work, but keeps fact, meaning, and test separate.
PatternSetup speed may matter more than price here.
Known
Two months → 7 days · Approved
Doubt
Response may change by buyer group.
Next test
One-week setup · one page · one group.
Next work Content & SocialTest brief ready SEO & GEOAnswer page ready Product MarketerProof block ready
Pillar 1 · The GTM firewall · Governed
One firewall for people, agents, and tools.
Claims that contradict approved truth get caught before they ship, whoever made them. People and AI get the same smallest approved context. AI CMO shows gaps and routes exceptions. It never approves its own work.
Task boundarySeven-day proof · public voice · limitApproved for this task.
Context in Held backPending quote · internal note · expired proofTrue is not the same as allowed here.
Not sent Advisory verdictA person wrote “5 days.” AI repeated it.Needs proof. “Guaranteed” is not allowed here.
Work checked Source-based guidanceUse 7 days and source v18, or route an exception.Grounded · Needs proof · Not allowed here · Human call
Fix shown Named authorityProduct owns the claim. Counsel owns legal judgment.VP GTM owns the standard.
Human call One operating loop
Guard the standard. Improve the standard.
We map the sources, people, tools, signals, and release line with your team.
Make the current standard clear.
Goal, facts, proof, voice, rules, permissions, and owners.
Use one test for human and AI work.
Show the source, gap, safe move, and exception owner.
Join mapped results without hiding doubt.
Compare audience, message, proof, result, source, and time.
Turn a pattern into a small test.
Show the idea, doubt, test, owner, and old safe state.
Governance evidence · AI Act readiness
Keep the trail a real review needs.
EU AI Act Article 50 transparency duties apply from 2 August 2026. The Article 4 AI literacy duty has applied since 2 February 2025. For mapped flows, AI CMO can preserve the notice, source, version, role, human review, verdict, and release trail.
Assay does not decide whether the Act applies to your system, give legal advice, or certify compliance. Your team and counsel keep that call.
AI noticeWhat the person was toldAttached
ContextSource, version, permission, audience, useAttached
Role & literacyOperator, limits, intervention, training recordAttached
Human reviewReviewer, decision, time, release stateAttached
ReceiptWhat Assay checked and the prior safe statePreview
A leader for the shared loop
AI CMO leads the system. Your people lead their functions.
Each specialist stays with its human lead. AI CMO holds the shared goal, standard, learning, and exceptions. It does not manage your people or become a central queue.
Founder · CMO · VP GTM↔Goal · final call
Content lead + AI Content & Social↑Message response
SEO lead + AI SEO & GEO↑Buyer questions
PMM lead + AI Product Marketer↑Asset use · objections
Private preview
Start with one shared standard and one market question.
We map the work, sources, people, tools, signals, and decision line. Then AI CMO keeps both loops moving.
AI carries Shared context · checks · cross-agent signals · decision prep · routing · follow-through
Leaders keep Strategy · hard bets · tradeoffs · risk · legal judgment · ratification · final release
Bring one shared GTM loop.Join the preview →