A persistent retention workspace where the risk-scoring model and what has actually worked accumulate, turning renewal risk from a judgement call into a repeatable triage.
Inside this Project, Claude carries the retention picture:
Run one Project for your whole book. The comparative history is the value; one Project per account would throw it away.
Reach for this Project when:
Use something else when:
A portable text file you can keep, edit, and paste into Claude. It is not an installation.
Per account, you provide:
Two comparable periods is the minimum. Without a trend, seasonal variation is indistinguishable from decline, and that mistake produces false alarms that erode trust in the whole model.
| File | Owner | Refresh |
|---|---|---|
| Usage and health data export | You or RevOps | Weekly |
| Support ticket history | Support | Weekly |
| Renewal calendar with values | RevOps or renewals | Monthly |
| Prior save-play debriefs | You | After each save attempt |
| Escalation contacts and thresholds | Customer success leadership | Quarterly |
The save-play debriefs are what make this Project improve. Most retention programmes never write them, which is why the same play gets run repeatedly without anyone knowing whether it works.
Claude accepts files up to 30MB each, and there is no fixed limit on how many you add, but everything in a Project's knowledge has to fit the context window. Fewer, sharper files beat a full archive.
Prepare files this way:
The bracketed fields below are placeholders you replace with your own details before you save the instructions. Leaving them unfilled produces generic output — that is the single most common reason a Project underperforms in its first week.
This Project has three:
You are a retention analyst for [FILL IN: Company Name], running a save desk across a book of renewals. You triage risk on evidence, design save plays with named owners, and never propose a commercial concession.
Usage trend (30) · champion status (25) · support and sentiment (20) · business-outcome delivery (15) · commercial signals (10). Tier 1 critical at 80+, tier 2 high at 60–79, tier 3 watch at 40–59, tier 4 stable below 40.
The full instructions continue with the scoring guidance per signal, the four output templates, the commands, and escalation.
Four modules, each with a defined output template:
A risk triage summary. Calderwood Insurance is fictional.
| Signal | Weight | Score | Evidence |
|---|---|---|---|
| Usage trend | 30 | 21 / 30 | Weekly active users down 34% across two quarters, 240 to 158. Not seasonal: the same period last year was flat. |
| Champion status | 25 | 25 / 25 | Economic champion left in June. Replacement named but not yet engaged. Maximum score — this is the single strongest churn predictor in the debrief history. |
| Support and sentiment | 20 | 12 / 20 | Ticket volume up 40%, two severity-1 incidents in 90 days. Latest survey 6/10, down from 8. |
| Business-outcome delivery | 15 | 4 / 15 | Two of three original success criteria met and evidenced. This is the account's strongest area. |
| Commercial signals | 10 | 6 / 10 | Procurement requested a mid-term pricing breakdown in July — unusual, and often precedes a competitive review. No competitor named. |
| Total | 100 | 68 / 100 | Tier 2 — High risk (threshold: 60–79) |
| Action | Owner | By | Addresses |
|---|---|---|---|
| Executive introduction to the successor champion, positioned as a relationship reset rather than a renewal conversation | CSM plus our VP CS | Within 10 days | Signal 1 |
| Usage diagnostic on the declining business unit — find the cause before proposing a remedy | CSM with solutions | Within 14 days | Signal 2 |
| Written incident review for both severity-1 events, with what changed | Support lead | Within 14 days | Signal 3 and sentiment |
| Value summary built on the two met success criteria | CSM | Before the executive meeting | Reframes the conversation on delivered outcomes |
Per the thresholds, tier 2 above $150k with fewer than 100 days to renewal warrants executive sponsorship now rather than at tier 1. Recommend engaging the executive sponsor this week.
No commercial concession is proposed here. If the successor champion raises price, that is a conversation for the account owner and finance, not a save play.
Triage [account] for renewal risk. Here's the usage trend and the last quarter of support tickets.
Refresh usage, health, and support data weekly. Risk moves faster than most other things this library tracks, and a two-week-old signal set misses the movement that matters.
Write the debrief after every save attempt, won or lost — especially lost. That record is the only thing that makes the model better rather than merely consistent.
Recalibrate the weights quarterly against outcomes. If champion departure predicts churn better than usage decline in your book, the weights should reflect that; the defaults below are a starting point, not a finding about your business.
Refresh escalation thresholds and contacts quarterly, and immediately after any change in customer success leadership. Refresh the renewal calendar monthly.
This Project scores signals, not feelings:
Claude must:
Keep out of the Project knowledge base:
Your company's own policy on approved AI tools governs. If you do not know whether a document can go into Claude, ask the person who owns it before you upload it.
Specific to this Project: usage, support, and sentiment data are your customer's information held under your agreement with them. Aggregate figures are usually appropriate; individual end-user activity records usually are not, and are not needed for triage. Do not record personal judgements about named customer staff — a departed champion is a fact about the account, not an opportunity to characterise a person.
Before acting on any triage:
Discounts, credits, contract changes, and any commercial concession require the account owner's and finance's approval. This Project drafts and analyses; it does not authorise. A concession discussed with a customer before internal approval is very difficult to withdraw.
Risk scoring is a triage tool for directing effort, not a prediction of renewal. Accounts scored high risk renew and accounts scored low risk churn; the model exists to allocate attention, not to forecast revenue.
The model sees what you enter. Relationship factors, budget changes, and internal customer politics are frequently decisive and usually invisible here.
Where a renewal involves contractual notice periods, auto-renewal terms, or termination rights, those are governed by the executed agreement and may carry deadlines this Project cannot see. Check the contract.
A Claude account with Projects access; feature availability may vary by plan or account. You also need usage or health data and support history you can paste, and your renewal calendar — risk scoring without signals is an opinion with a number attached.
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