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Use Cases

Analytics products D23 stands up for you

Finance dashboards, embedded analytics, investor reporting, supply chain visibility — any data product your team needs, built on Apache Superset and handed to you production-ready.

35 use cases

CM

CFO Month-End Dashboard

Finance

P&L, balance sheet, and cash flow actuals vs. budget — closed within hours of month-end, not days.

R

Revenue & Margin Analytics

Finance

Gross margin by product, channel, and customer segment with drill-through to transaction level.

BV

Budget vs. Actuals Tracker

Finance

Live variance reporting across cost centres, auto-flagging lines that breach thresholds.

AR

Accounts Receivable Ageing

Finance

DSO trends, overdue invoice drill-through, and collections prioritisation by customer risk.

S

Subscription & MRR Analytics

Finance

MRR, ARR, churn, expansion, and cohort LTV for subscription businesses.

CF

Cash Flow Forecasting

Finance

Rolling 13-week cash forecast pulled from bank feeds, AR, and AP — updated daily.

MA

Marketing Attribution Dashboard

Go-to-Market

First-touch, last-touch, and linear attribution across paid, organic, and referral channels.

SP

Sales Pipeline & Forecast

Go-to-Market

Stage-by-stage pipeline health, rep-level quota attainment, and AI-assisted close forecasting.

C3

Customer 360

Go-to-Market

Unified customer profile — product usage, support history, revenue, and NPS — in one dashboard.

C

Churn & Retention Analytics

Go-to-Market

Cohort-level retention curves, churn leading indicators, and at-risk account identification.

L

Lead & Funnel Analytics

Go-to-Market

MQL to closed-won conversion rates, velocity by source, and funnel drop-off analysis.

CP

Campaign Performance

Go-to-Market

CPL, CPA, ROAS, and reach across Google Ads, Meta, and LinkedIn — in one view.

SC

Supply Chain Visibility

Operations

Inventory levels, supplier lead times, stockout risk, and fill-rate trends across SKUs and locations.

OK

Operational KPI Board

Operations

The daily operations dashboard your leadership team checks before the morning stand-up.

S

SLA & Ticket Performance

Operations

First response time, resolution rate, CSAT, and SLA breach trends by team and channel.

PS

Procurement Spend Analytics

Operations

Spend by vendor, category, and cost centre — with contract compliance and maverick spend flagging.

WU

Workforce Utilisation

Operations

Billable vs. non-billable hours, utilisation by team and project, and capacity planning.

PA

Product Analytics Dashboard

Product

DAU/MAU, activation funnels, feature adoption, and retention by cohort — from your warehouse.

FA

Feature Adoption Tracker

Product

Which features are sticky, which are ignored, and which correlate with expansion or churn.

ER

Experiment Results Dashboard

Product

A/B test statistical significance, lift, and guardrail metrics — no data scientist required.

UJ

User Journey Analysis

Product

Path analysis from signup to activation, with drop-off nodes highlighted for the product team.

SE

SaaS Embedded Analytics

Embedded Analytics

White-label dashboards inside your SaaS product — row-level security per customer, your CSS, no Superset branding.

CR

Client-Facing Reporting Portal

Embedded Analytics

Give each client a branded analytics portal with only their data visible — powered by Superset guest tokens.

MB

Multi-Tenant BI

Embedded Analytics

One Superset instance serving hundreds of tenants, with tenant-scoped row-level security and isolated caches.

IA

In-App Analytics for Marketplaces

Embedded Analytics

Seller- and buyer-facing dashboards embedded directly in your marketplace — each party sees only their data.

PP

PE Portfolio KPI Dashboard

Investor Reporting

Standardised revenue, EBITDA, and cash metrics across all portfolio companies, refreshed daily from each ERP.

VF

VC Fund Performance

Investor Reporting

TVPI, DPI, IRR, and MOIC by fund and portfolio company — LP-ready exports included.

B

Board & Investor Pack

Investor Reporting

Monthly board pack generated automatically from live data — no analyst copy-paste required.

LR

LP Reporting Automation

Investor Reporting

Quarterly LP reports assembled from portfolio data, formatted to your template, and delivered on schedule.

I

Inventory & Stockout Risk

Supply Chain

Days-of-cover by SKU and location, stockout probability, and reorder point alerts.

SP

Supplier Performance Scorecard

Supply Chain

On-time delivery, defect rate, and lead-time variance by supplier — ranked and trended.

DF

Demand Forecasting Dashboard

Supply Chain

Statistical demand forecasts vs. actuals, with bias and MAPE tracking by product family.

HP

HR People Analytics

People & HR

Headcount, attrition rate, time-to-hire, and compensation equity — for the CHRO and their team.

RP

Recruiter Performance Dashboard

People & HR

Sourcing funnel, offers extended vs. accepted, and time-to-fill by role and team.

EE

Employee Engagement Tracker

People & HR

eNPS trends, pulse survey results, and engagement scores by department and tenure cohort.