A pile of tools
Context breaks at every handoff.
- Signals, mail, and notes live in separate systems.
- Personalization starts with a blank prompt.
- Risk hides in rules no operator can inspect.
- Learning becomes someone’s spreadsheet.
A shared GTM brain for your team and its agents
The GTM system that remembers.
GTM Brain gives your team one shared memory of every account. It notices meaningful changes, explains why they matter, prepares the next best action, and asks before anything is sent or goes live.
- Remembers every account
- Works with your agents
- Humans approve action
GTM Brain · Campaign pass
nothing sends without approval
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01
SENSE
Jobs, funding, company, social, and reply signals
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02
CORE
Commercial memory scores and ranks accounts
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03
DRAFT
Outreach written from the real trigger
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04
APPROVE
A human reviews trigger, score, and body
-
05
ACT & LEARN
Governed send; outcomes shape the next pass
01One shared memorySignals, conversations, decisions, outcomes
02A reason for every actionEvidence before outreach
03Agents with clear limitsConnect, approve, narrow, pause
04Nothing sends by surpriseHumans stay in control
The problem
Most AI GTM tools start every task from scratch.
Your CRM stores fields. Your sequence tool sends steps. Your AI assistant waits for a prompt. None of them carries one shared understanding from signal to decision to outcome.
GTM Brain
One governed loop from signal to outcome.
- Every judgment sees the account’s full history.
- Every draft names evidence for “why now.”
- Every privileged action crosses policy and approval.
- Every reply becomes durable learning evidence.
The idea is simple: one shared memory of every account, many helpful agents, and one clear human decision before consequential action.
The operating loop
From market movement
to measurable learning.
Every campaign pass follows the same durable, inspectable sequence. Models assist; policy and humans control forward motion.
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01
Sense
Ingest ICP-filtered job, funding, company, social, and reply signals from connected sources.
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02
Remember
Assemble prior signals, touches, replies, suppressions, and outcomes before deciding.
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03
Judge
Classify the evidence, name the real trigger, and abstain when the case is weak.
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04
Draft
Write concise outreach grounded in the observed signal and approved proof assets.
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05
Approve
Park every draft at a durable gate. Review, edit, approve, or reject before delivery.
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06
Act & learn
Deliver approved work, classify replies, record outcomes, and compare variants in shadow.
Bounded intelligence
Specialized roles.
Clear ownership.
Not every box needs to be an agent. Deterministic code, finite model workers, human decisions, and adapters each do the job they can be trusted to own.
GTM BrainShared account memory
Signal normalization
Deduplicates market activity and attaches the best available account and contact evidence.
Account memory
Maintains the tenant-scoped timeline used by every judgment and operator review.
Judge and drafter
Finite model-assisted steps explain why now and produce evidence-bound copy.
Your connected agents
Connect Cursor, Grok, Hermes, or another compatible agent. Each asks for the exact work it needs; an admin approves, narrows, or declines the request.
Human approval
Operators own edits, rejections, approvals, integrations, and grants.
Delivery and learning
Adapters deliver approved work; outcomes inform shadow recommendations, never a hidden production switch.
Architecture
Agents propose.
The system decides.
One chain of command keeps model output useful without confusing it for authority.
Operator
Owns approvals, edits, outcomes, integrations, and grants in the secure console.
GTM Brain
Surfaces campaigns, shortlists, drafts, evidence, and artifact reviews.
Fabric control plane
Owns permissions, approvals, audit, safe retries, and recovery.
Agents + adapters
Finite workers and external boundaries operate only within tenant-scoped permissions.
Mutation boundary: agents may request business changes; they never bypass Fabric Platform to write business state.
Trust before magic
Governed.
Durable. Auditable.
Speed matters. Trust is what buyers remember. GTM Brain ships the operational guarantees first.
Governed
Suppression, caps, proof currency, capability-scoped grants, and approvals execute before delivery. Risky actions revalidate at send time.
Resilient
Long-running work can wait for a human decision and resume without losing account context, approval state, or the work already completed.
Auditable
Signals, verdicts, drafts, approvals, sends, and outcomes form an inspectable evidence trail with lineage.
Tenant isolationSealed credentialsFail-closed deliveryHash-bound approvals
Getting live
First campaign pass—
without turning agents loose.
Start with the safe loop, connect data under dry-run controls, then cross a documented go-live gate.
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PHASE A
Prove the safe loop
Run sense → judge → draft → approve on fixture data. No prospect contact and no hidden writes.
Offline · reversible -
PHASE B
Connect a dry run
Seal organization credentials, ingest real signals, and review drafts with live delivery disabled.
Tenant-scoped · observable -
PHASE C
Pass the go-live gate
Verify warm inboxes, suppression, proof assets, webhooks, approvers, and explicit activation.
Fail-closed · auditable
FAQ
Honest questions,
straight answers.
Product truth beats a broad autonomy claim. Here is what GTM Brain does—and where the boundaries are.
What is GTM Brain?
A governed, signal-driven GTM system from Tech Fabric. It maintains account memory, judges why now, drafts trigger-grounded outreach, and routes privileged actions through policy and approval.
Can agents send email on their own?
Not by default. Live delivery is fail-closed until explicitly activated. Delivery revalidates suppression, caps, proof, recipient rules, and the approved campaign manifest.
Where does our data live?
Organization data and sealed vendor credentials are tenant-scoped. The active TechFabric deployment uses managed PostgreSQL for operational memory and keeps model and storage providers behind explicit boundaries.
How is this different from a sequence tool plus a chatbot?
A sequence tool does not remember why now, and a chat prompt does not enforce policy. GTM Brain binds signal → judgment → evidence-grounded draft → durable approval → audited outcome.
Is GTM Brain a managed agency service?
No. It is product software operated in a secure workspace. Tech Fabric can help with implementation and architecture, but operators retain control of the system.
Which channels are live today?
Email is the shipping delivery channel. The artifact model can author social, ad, and landing-page content, but full channel sensing, publication, outcome, and learning adapters are future work.
Technical foundations
Serious infrastructure.
Quietly underneath.
Operators should not need to understand the runtime to trust the product. For technical teams, the active deployment is portable, tenant-scoped, recoverable, and explicit about where each responsibility lives.
ACTIVE RUNTIMECloudflareCloudflare runs the active TechFabric deployment.
ACCOUNT MEMORYManaged PostgreSQLTenant-scoped operational history and governed state.
LONG-RUNNING WORKTemporalTemporal preserves long-running work through approvals and recovery.
CUSTOMER-MANAGEDDatabricksDatabricks remains an optional customer-managed deployment target.
Contact
Talk to a human about
your first pass.
Tell us where your go-to-market motion hurts. A person reads every message and replies—no sequence, no scoring bot.
Ready when the signal is
Turn “why now?” into
your operating system.
Enter the secure workspace to inspect signals, review the evidence, and approve the next best action.