Portfolio / MVP & SaaS / Subscription Analytics Platform

Concept ProjectAdvancedSaaS Tools

Subscription Analytics Platform

MRR, churn, and cohort truth for founders who outgrew the billing dashboard.

Subscription Analytics Platform — demonstration interface direction

Selected concept work demonstrating the types of digital experiences we can plan and build. Final strategy, design, features, scope, timeline, and pricing are tailored to each client.

The business problem

Billing providers show charges, not business health; founders hand-build the same spreadsheets monthly.

Proposed solution

Connect billing, get clean MRR movements, churn and cohort retention, segment comparisons, and investor-ready reports.

Key features

MRR movement breakdown

Churn & retention cohorts

Segment comparisons

Goal tracking

Investor report export

Alerts

User journey

  1. 1Connects billing account
  2. 2Sees clean MRR history
  3. 3Diagnoses a churn cohort
  4. 4Exports the board report

Admin & operations

  • Data-source management
  • Metric definitions
  • Team seats

Technology approach

Billing APIsWarehouse-light pipelineCharting stack

Suggested development phases

Phase 1 — Truth

MRR + churn from one source.

Phase 2 — Depth

Cohorts + segments + alerts.

Phase 3 — Team

Reports, seats, API.

Every element above can be customized — pricing is confirmed after scope review.

Like this direction?

Our consultant can review your goals, identify the right first phase, and prepare a tailored scope, timeline, and pricing plan. No payment required · human review · start with a manageable first phase.