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The GTM Leader's AI Operating Model Playbook

The implementation guide for building an AI layer across your entire sales motion. From workflow mapping to pipeline impact.

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01 · The operating model

One AI layer across your entire sales motion

Your tools don't share context. Your reps spend 70% of their time on research, admin, and data entry. An AI operating model connects every stage of your sales cycle into one system that researches, drafts, and surfaces insights so your team can focus on the relationships.

  1. 01

    Lead Capture & Qualification

    Every lead auto-captured, enriched, scored, and routed to the right rep and sales motion.

  2. 02

    Discovery & Preparation

    Structured briefings with company context, past interactions, and tailored discovery questions before every call.

  3. 03

    Proposal & Deal Construction

    Draft proposals, SOWs, and custom decks generated from discovery notes. Reps review and send, same day.

  4. 04

    Pipeline & Deal Management

    Deal health scored on real activity and engagement signals. Stalled deals flagged. Forecasts built on data.

  5. 05

    Delivery Orchestration

    Deal closes, handoff happens automatically. Project plans, onboarding, and internal briefs generated with full context.

  6. 06

    Client Intelligence & Expansion

    Engagement data feeds back continuously. Expansion signals and renewal risks surfaced before anyone asks.

02 · What's inside

40 pages of practical implementation detail

Everything you need to evaluate, plan, and build an AI operating model for your GTM team.

№ 01

GTM Workflow Mapping Framework

How to map your lead-to-close workflow end-to-end and identify where AI will have the biggest impact.

№ 02

Automate vs. Keep Human

A decision framework for every stage of your sales cycle. What AI should handle, what your reps should own, and why.

№ 03

Six Workflow Blueprints

Implementation details for lead capture, discovery prep, proposal generation, pipeline management, delivery handoff, and expansion intelligence.

№ 04

ROI Measurement Playbook

The metrics that matter at each stage, how to track them, and what benchmarks to expect in the first 90 days.

03 · Results

What happens when AI handles the admin and your reps handle the relationships

These results are from a real GTM team that deployed this exact operating model.

50% Shorter sales cycles
35% Higher close rate
2x Pipeline value
20hrs Reclaimed per rep per month
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