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Customer Weekly Review

A CS week produces more change than its review ever hears about: health moves, renewals slip, interventions go in and either work or quietly fail. This skill works through the week end to end before the meeting, judging every customer-state change, outcome and intervention with your Goals & Objectives, Customer Health, Adoption, Value Realisation, Renewal, Expansion and Customer Risk memories, and prepares a review by role: what changed, what caused it, which intervention followed, what the evidence suggests upgrading. The team spends its hour deciding, managers and leaders challenge the causes, RevOps carries approved upgrade candidates into the logic they touch. The review keeps its slot in the week; what goes is the assembly that used to fill it.

Used across
Customer Weekly Review·6 EXCEPTIONS REVIEWED THIS WEEK
Reviewing Farndale's week…
TriggerMonday review · Farndale's save attempt logged
Live stateReading Customer State + outcomes · Farndale's week
Applying skillRunning Customer Weekly Review v3
Works through Farndale's state change and intervention
Ready with evidence, proposes the upgrade candidate
The save attempt worked, no reason logged why
Farndale is 1 of 6 exceptions this CSM's book carries
Reference memoryAgainst Goals/Objectives · Customer Health · Customer Risk
ActionRead written to the book, candidate proposed for the CSM
Skill
Customer Weekly Review
v3v4
Customer Weekly ReviewFarndale's save unexplained
See the capability Run 14 times today
Upgrade proposed
Save attempts require a logged reason before they closev4
One CSM's book carried 4 of the week's 6 exceptions.
Approve upgrade to Weekly Review?
The current way > AI added on > AI-native

The weekly review, minus the reporting

A CS team gets one shared hour a week to change how it works; this is what that hour looks like when the week arrives already explained.

01 | The Current Way

02 | AI Added On

03 | AI-Native

Deck-building eats the day before the review

An hour spent agreeing what happened

Dashboards, renewal lists and CSM narratives get stitched together, and recounting the week crowds out why any of it happened.

The summary stops short of why

AI can compress the dashboards. Tying a health dip to the intervention that missed takes a record kept current and definitions someone owns.

The team decides, with the week explained

The team opens on change, cause and intervention already laid out with evidence. What survives challenge leaves as an upgrade candidate.

Referenced by

Capabilities that run this skill

Customer Success

Customer Weekly Review

Active
Leadership opens on one team picture
Customer State rolls up every CSM's book before the weekly meeting starts.
Risk and value concentration is visible
Connected evidence shows where exposure concentrates by segment or cause.
Repeated changes reveal a shared cause
The same weekly change across CSM books points to the process or memory behind it.
+
Resourcing follows the evidence
Team-wide intervention priorities support coverage, escalation and book rebalancing.
One team picture reduces review overhead and improves retention and expansion decisions.
SEE HOW IT WORKS

Customer Success

Customer Analysis

Active
Changes open with their causes
The review traces movement back to the logic and interventions behind it.
Monthly shifts are tied to logic
The view names which health, adoption or renewal logic was active when numbers moved.
The exact customer break is named
Customer events and decisions show which intervention or logic the movement traces to.
+
Diagnosis creates upgrade candidates
Planning starts with the implicated system component and a proposed change.
Traceable diagnosis speeds corrective action for retention and expansion.
SEE HOW IT WORKS
The Platform

One system that understands, decides, acts and learns.

Every GTM signal flows through an AI-native operating layer into a system that runs on the surfaces your team already uses.

Explore the GTM System →
GTM Data & Knowledge
CRM · Emails · Calls · Marketing · Product · Support · Documents · Research
AI-Native Operating Layer
Context · Memory · Skills · Agents · Decision Traces
AI-Native Customer Success System
Understand
Account Health
Churn Drivers
Expansion Signals
Product Usage
Decide
Renewal Risk
Expansion Opportunity
Account Plan
Intervention Priority
Act
Meeting Prep
QBR Prep
Sales Handover
Save Plays
Learn
Upgrade Health Model
Upgrade Onboarding
Upgrade Playbook
Upgrade Forecast
Surfaces
CRM · Slack · Teams · ChatGPT · Claude · MCP · API
Output
Briefings · Artifacts · Alerts · Recommendations · Approvals · Actions

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By judging the week, and leaving the argument to the team. Customer-state changes, outcomes and interventions are read with your Goals & Objectives, Customer Health, Adoption, Value Realisation, Renewal, Expansion and Customer Risk memories, and each role gets findings whose evidence it can check.

Each verdict in the review tests the logic that produced the week. When a cause survives the team's challenge, it becomes an upgrade candidate for the memory or skill it points to; the owner accepts or declines the change, and the following weeks' outcomes say whether it was right.

A prepared review for each role, delivered by the Customer Weekly Review capability into the surfaces the team already opens. Where a number moved, the review opens on Customer Analysis's read of why, and this hour is where that finding first gets argued. Nobody spends a day building slides.

It adds distance one day cannot give. A week of daily briefings makes a pattern no single morning shows; this review reads it: which changes recurred, which interventions moved anything, what that proves. The manager's cross-book attention call stays with Portfolio Review; this hour is the team's.

Mostly the CS lead, who owns the health, adoption, value realisation, renewal, expansion and risk logic; changes to goals stay with leadership. The room challenges the causality first. Customer contact is a CSM's act; the review can only recommend it.