THE GTM AI MATURITY MODEL
The GTM AI Maturity Model maps the four stages we see revenue teams move through, from scattered experimentation to intelligence-led revenue. Find where your team actually is.
CRM
calls
Slack
Account Memory
People · Activity · Conversations · Signals · History
Recommended action
Prioritize the VP Sales thread before renewal risk reaches the forecast call.
THE TENSION
The tools are in place. Reps are experimenting. Leadership sees activity. RevOps sees something else: scattered workflows, inconsistent output, shadow AI, and no clear read on what’s actually moving pipeline. That gap, between what leadership thinks is happening and what’s happening in the field, is where six months of runway quietly disappears.
THE CURVE
Level 2 +5%
Level 3 +15–20%
Level 4 25%+
LEVEL 1
Spray & Pray
Disparate tooling. AI is happening, but not by design. Reps use whatever they want, output varies wildly, no one owns the outcome.
LEVEL 2
Tool Adoption
Copilots and task agents. The stack is in place and some workflows exist, but quality depends entirely on who’s using them. Agents work in isolation.
LEVEL 3
Operationalized
Proactive, always-on. Consistent workflows and guardrails that work for every rep. Usage data drives iteration. Pipeline starts to compound.
LEVEL 4
Intelligence-Led
Organizational intelligence. Per-account agents prescribe the next best action. The system learns from every outcome and gets smarter as it runs.
Across the customer lifecycle:
Prospect → Qualify → Close → Retain & Expand
WHY THIS ISN’T JUST ANOTHER MATURITY MODEL
Everyone has a maturity model. Here’s the part most miss. Tools get copied. The moat is what compounds: persistent account context, prescribed next-best action, and learning that accumulates every time a deal is worked, won, or lost. A team at Level 4 gets smarter every day. That knowledge doesn’t leave when a rep does. It doesn’t reset at a handoff. A team at Level 1 or 2 starts over. Every quarter. Every new hire.
Enterprise account memory
People
6 stakeholders
Activity
fresh this week
Conversations
risk theme detected
Signals
new exec hire
Next step
Rebuild the mutual plan around the new revenue sponsor.
THE UNLOCK
01
Centralized account context
Calls, emails, CRM activity, enrichment, and external signals unified into one continuously current source of truth per account.
02
Decisive, deal-wide guidance
The next best move prescribed across the whole account, not one-off task agents, by learning from what actually wins.
03
Proactive background work
Agents working continuously, surfacing what’s missing and progressing accounts, from neglected ones to high-stakes deals, before anyone asks.
WHY ACTIVELY
Most AI tools are built around tasks: summarize this call, draft this email, research this company, update this field. Those matter. But they don’t answer the harder question: what should we do on this account right now? That takes persistent context. Actively gives every account its own agent, one that holds memory, watches what changes, reasons about what matters, and moves the account forward across the full lifecycle.
AI activity
Tasks completed. Drafts generated. Fields updated.
AI advantage
Account-level memory, reasoning, and next-best action that compounds across the lifecycle.
H2 PLANNING
Talk to us about your H2 AI plan

