delivery · CAT-30030747 · rev 1.0 |
Customer Cohort & Retention Dashboard. @cohort-retention-dashboard
Part of Data Engineering Services
5.0Reviews ▾
Rated 5.0 / 5 by clients on GoodFirms.
Read verified reviews on GoodFirms →Vetted by Scrums.com Platform
Provider Scrums.com
Last review 2026-08-14
What you get
the numbers that matter≈ 2 weeks
signed to first PR
96%
engagements renewed
96%
to your stack & domain
Build cohort-level retention, churn, expansion, activation, and lifecycle analysis on your product and billing data.
How this operator works
every way of working, already decidedOwns the system, not the ticket
Takes end-to-end ownership of a service or surface. Design, delivery, on-call. And is measured on outcomes, not hours.
Embedded, async-first, instrumented
Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.
Runbooks, canaries, reversible deploys
Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.
Plugged into your Slack & rituals
Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.
Brings a pre-wired stack or adopts yours
Infrastructure and observability as code by default. No bespoke setup tax to absorb.
Scoped, gated, reversible
Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.
Overview
Averages hide what cohorts reveal. This package builds cohort-level analysis of retention, churn, expansion, activation, and lifecycle movement, so you can see which customer groups stick, which shrink, and when the drop happens. The finish state is a dashboard where every retention question starts from a cohort, not a blended average.
The work joins product usage and billing data into a lifecycle model: signup cohorts, activation milestones, retention curves, and expansion and contraction events. Definitions are documented, and the dashboard lands in your existing BI tool.
What's included
Cohort model
Signup, plan, and behaviour-based cohorts built on a documented customer lifecycle model.
Retention and churn curves
Cohort retention curves and churn analysis by segment, plan, and period.
Expansion and contraction analysis
Upgrade, downgrade, and expansion revenue movements tracked at cohort level.
Lifecycle dashboard
Activation, retention, and lifecycle views built in your BI tool with definitions of record.
How it works
- Scope: agree cohort definitions, lifecycle stages, sources, and acceptance criteria.
- Build: implement the lifecycle model and cohort logic, then build and validate the dashboard.
- Handover: review findings with product and revenue leads, hand over definitions and documentation.
Part of every Delivery Plan
The Customer Cohort & Retention Dashboard is a menu item on the Scrums.com delivery catalog, available at every plan tier. Add it to your plan backlog and your delivery team schedules it like any other item — scoped, tracked, and reported through the SEOP. See Delivery Plan Tiers.
FAQs
Do we need product analytics in place first?
It helps. If product events are missing or untrustworthy, the Product Analytics Implementation package is the right precursor; billing-only cohort analysis is possible but shallower.
What sources does this use?
Billing or subscription data plus product usage events. CRM data can be joined where account-level segmentation matters.
What happens after handover?
Your team owns the dashboard and model. Common follow-ons are deeper revenue reporting via the Revenue Analytics Dashboard or predictive churn work via the Forecasting & Predictive Analytics Pilot.
What's included
in every engagement · no add-onsTrack record
deployments on real systems · anonymized| Sector | System | Outcome | Span | Status |
|---|---|---|---|---|
| Fintech | payments-core ledger | 99.97% achieved | 14 mo | ● complete |
| Commerce | checkout platform | −38% incident rate | 9 mo | ● complete |
| Health SaaS | data plane | 0 SEV1 in 6 mo | 11 mo | ● active |
| Logistics | routing engine | zero-downtime cutover | 7 mo | ● complete |
| AI infra | inference cluster | p99 −120 ms | 5 mo | ● active |
Works inside your stack
surfaces this operator binds to| Surface | Binding | Direction | Auth |
|---|---|---|---|
| Source control | github.com/<org> | reviews + writes | OIDC |
| CI / CD | scm-flow · deploy-service | gates deploys | OIDC |
| Observability | otlp://collector:4317 | metrics + alerts | mTLS |
| Comms | slack://<workspace> | standups, incidents | SSO |
| Secrets | vault://scrums/op/<id> | short-lived creds | SPIFFE |
| On-call | pagerduty://<org> | primary / secondary | API token |
Boundaries
what to deploy insteadScoped to this discipline. For an adjacent capability, compose a second operator into the squad. compose →
Not a fractional advisory engagement. For advisory-only, contact platform@scrums.com.
Deployments
the only social proof we publish402deploys
across 38 organizations
+24 last 30 days · median age 11.4 mo · retention 96%
Pricing
one number · one footnoteAvailable at all Delivery Plan Tiers →
All-in: the operator, delivery manager and replacement guarantee. No recruiter fee, no markup surprises.
Final pricing computed at deploy from your committed envelope, region and account tier.
FAQ
common questionsHow is Customer Cohort & Retention Dashboard priced?
Pricing is shown to signed-in accounts. Sign in to view the rate; pricing is computed from your engagement scope, region and account tier.
Is Customer Cohort & Retention Dashboard available now?
Yes. It is published and deployable directly from the Scrums.com catalog.
Can a Customer Cohort & Retention Dashboard deployment be reversed?
Yes. Deployments are reversible with a one-click swap inside the trial window.
Who provides Customer Cohort & Retention Dashboard?
Scrums.com, vetted by the Scrums.com platform.
How it compares
vs other delivery| Option | From | Stack | Status |
|---|---|---|---|
| Customer Cohort & Retention Dashboard · this one | 🔒 Sign in for pricing | delivery · outcome-driven-sprints · analytics | ● available |
| Codebase Quality Audit | 🔒 Sign in for pricing | delivery · code-audit · maintenance | ● available |
| Product Discovery Sprint | 🔒 Sign in for pricing | delivery · discovery · workshop | ● available |
| Clickable Product Prototype | 🔒 Sign in for pricing | delivery · prototyping · design | ● available |
Commonly deployed with
more deliveryRun this scope on your Delivery Plan
Core costs Was $8,000£6,700R140,000 now $4,500£3,750R79,000/month for one active workstream. Your scope sets the delivery schedule and the total cost. You can use the same plan for your other development work.
Add this scope to your backlog. Your delivery owner confirms the scope with you, and the team delivers it.
One plan for your software backlog.
Work is scoped and delivered within your plan’s capacity. Priorities can change; additional parallel workstreams require more capacity.