THE MOSS GROUP · REVENUE ARCHITECTURE & GTM OPERATIONS

AI GTM Data Readiness Assessment

"Process First, AI Second." Before AI can accelerate GTM, your data foundation must be ready.

Get Your Readiness Score → Book Assessment
§ 01 · THE PROBLEM

Most B2B SaaS companies want to deploy AI for pipeline generation, lead scoring, and forecasting - but their GTM data is fragmented, stale, and ungoverned. Without a clean foundation, AI becomes noise, not signal.

§ 02 · THE SOLUTION

TMG's AI GTM Data Readiness Assessment is a rapid diagnostic that scores your current state across six critical controls, identifies the highest-impact fixes, and delivers a roadmap to operational-grade AI readiness.

§ 03 · WHERE YOU FIT

Two dimensions. One quadrant. One next move.

Data Integrity85 / 100High Business Utility75 / 100High Overall80 / 100
Current Quadrant: AI-Ready
FIG.01 · DATA INTEGRITY × BUSINESS UTILITY
DATA INTEGRITY →
Ready to ActivateClean but not activated.
✓AI-ReadyTrusted, actionable and aligned.
UnreliableDirty, unused data.
MirageLooks useful but unreliable.
BUSINESS UTILITY →

Sample result. Overall score = average of both dimensions. Take the assessment for your actual placement.

WHAT WE ASSESS · 6 CONTROLS

Data Integrity

  • Data Completeness & Quality: CRM field coverage and record uniqueness across Leads, Contacts, and Accounts
  • Relationships & Integration: Data linkages between objects and system sync reliability across your tech stack
  • Freshness & Ownership: Data currency, validation recency, and clear accountability for field definitions

Business Utility

  • Segmentation & Lifecycle: Targeting precision by ICP dimensions and end-to-end stage tracking with timestamps
  • Automation & Reporting: Workflow maturity for routing and handoffs, plus dashboard trust across GTM
  • Governance & AI Readiness: Policy enforcement, audit processes, and whether your data is model-trainable today
§ 04 · WHAT YOU GET

Immediate placement, then a clear path.

01

AI GTM Readiness Score

Get a 0-100 score across Data Integrity + Business Utility, rolled into a single quadrant across six segments.

02

Cohort Benchmark + Stack-Mapped Remediation

See how you rank in your category, then get a remediation plan mapped to your tech stack with owners, effort, and expected lift.

03

Prioritized Fixes + DIY Quick Wins

Top 3 highest-impact fixes to move quadrants fast, including self-serve actions you can take with your team.

04

Executive Briefing + 90-Day Plan

A leadership-ready summary of your score, how you rank, actions that will change outcomes, and a 90-day plan.

§ 05 · THE PROCESS

The Process: 72 hours

Hours 1-6 · Intake

Intake

CRM access, stakeholder interviews, ICP/persona documentation review.

Hours 6-48 · Audit

Audit

Data profiling, SLA baselining, identity resolution analysis, AI readiness scoring.

Hours 48-72 · Briefing

Briefing

Score delivery, gap analysis, roadmap review, Q&A with RevOps/GTM leadership.

§ 06 · WHO IT'S FOR
  • Sales-led or hybrid GTM motions
  • HubSpot or Salesforce as CRM
  • Board pressure for predictable pipeline and accurate forecasts
  • AI initiatives planned or in process where the operator wants to know if the AI is serving as a foundation for success
§ 07 · TMG CAPABILITIES
AI TransformationAgent Org DesignAgent Operating ModelAgent Process DesignGTM AssessmentRevOps BuildoutSales Process DesignTerritory & Quota DesignConversation Intelligence IntegrationAI Workflow DesignForecast AccuracyCRM + Conversation Data Architecture
§ 08 · WHY TMG

Why TMG

§ 09 · KNOW YOUR SCORE

Ready to Know Your Score?

Book a rapid AI GTM Data Readiness Assessment and walk away with your score, prioritized fixes, and a 90-day roadmap.

Get Your Readiness Score → Book Assessment