Revenue AI Strategy
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◆ The AI Performance Layer for GTM Teams

The operating system for AI that moves revenue.

Revenue AI Strategy gives GTM teams the playbooks, scoring, and workflow library to turn AI activity into measurable revenue — mapped to a 6-level maturity model. Free. No signup.

Browse Playbooks AI Strategy Score AI Tool Library
worthy / example dashboard

Lead Qual Accuracy

71%

+17

Proposal → Close

34%

+9

Sales Cycle

41d

-12

AI Strategy Score™ by Initiative

ScaleFixKill
  • Qualification Brief AI
    3.2x
  • Risk Alert System
    2.6x
  • CRM Auto-Update
    2.1x
  • Proposal Generator
    1.4x
  • Forecast AI
    1.1x
  • Content Writer
    0.4x

The Problem

Your AI stack is growing. Your KPIs aren't.

Tool-First Thinking

Teams ask “What AI should we buy?” before defining the outcome they're trying to move. Capability without context creates expensive noise.

Data Immaturity

AI is only as strong as the data that feeds it. Siloed CRMs, missing fields, and disconnected systems guarantee failure — before you've written a single prompt.

Zero Adoption

Without incentive alignment, workflow integration, and trust, even powerful AI tools go unused. Change management isn't optional — it's the product.

The reasons aren't technical. They're organizational. And they're fixable — if you have a system.

The Solution

A 7-step operating system for AI that actually performs.

Revenue AI Strategy guides your team from business target to measurable KPI movement — and tells you which AI is worth keeping.

  1. 01

    Define Business Target

    Anchor your AI strategy to one measurable outcome: win rate, churn, pipeline, margin.

    → Improve win rate 21% → 30% in 12 months
  2. 02

    Map Driver KPIs

    Identify the 2–3 KPIs that causally drive that outcome. These are your AI accomplishments.

    → Win Rate → Qual Accuracy · Proposal-Close · Cycle Length
  3. 03

    Assess Data Readiness

    Your AEIOU audit. Score every data source before a single AI prompt runs.

    → AEIOU score 68/100 — 2 blockers flagged
  4. 04

    Match AI Capabilities

    Stop chasing shiny tools. Match summarization, extraction, generation, and orchestration to real pain points.

    → Pain → Capability → Tool matrix
  5. 05

    Evaluate Org Readiness

    Leadership, incentives, culture, systems, capacity — scored before you go live.

    → Readiness score 74/100 — incentive misalignment flagged
  6. 06

    Build Your Pilot

    One use case. A Tiger Team. A pre-pilot eval gate. Controlled, fast, measurable.

    → Pilot charter · 8-week timeline · baseline + target
  7. 07

    Track the AI Strategy Score™

    Value of KPI movement ÷ fully-loaded AI cost. Know what to scale, fix, or kill.

    → Qualification AI = 3.2x · Content AI = 0.4x — Kill
The AI Strategy Score™

Know what your AI is actually worth.

Every AI workflow in your stack gets an AI Strategy Score — the ratio of KPI value generated to the fully-loaded cost of running it (compute, QA, remediation, human review).

Stop rewarding adoption. Start rewarding performance.

Calculate Your AI Strategy Score

AI Strategy Score™ · Q4 review

  • Qualification Brief AI
    3.2x
  • Proposal Generator
    2.4x
  • Risk Alert System
    2.1x
  • Content Writer
    1.3x
  • CRM Auto-Update
    1.1x
  • Forecast AI
    0.4x

Free · No signup

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Or jump straight in

Your AI is already deployed. Now prove it's working.

Start with one initiative, one driver KPI, and one team. Revenue AI Strategy will tell you if it's worth keeping.

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