Interactive analytics lab

Dashboards built around the decisions that matter.

Nine industries. Three years of realistic synthetic history in each. Different operating models, different KPIs, one production-minded analytics approach.

20,000+ modeled observations Industry-specific KPI logic
01
Growth intelligence

Marketing Performance

Portfolio spend, attribution, pipeline, and channel efficiency across paid and owned media.

Managed spendAttributed revenueBlended ROAS
02
Regulated retail

Cannabis Retail Intelligence

Multi-location sales, margin, inventory return, customer quality, and assortment health.

Net salesGross marginAverage basket
03
Consumer packaged goods

CPG Growth & Forecasting

Sell-in, margin, trade spend, forecast accuracy, and inventory coverage across product lines.

Net revenueGross marginUnits sold
04
Lead-to-job intelligence

Home Services Operations

Lead quality, appointments, close rate, booked revenue, and gross margin by service line and territory.

Qualified leadsAppointment set rateClose rate
05
Digital commerce

E-commerce Profitability

Conversion, order economics, acquisition cost, retention, and contribution margin across storefront channels.

Net revenueConversion rateAverage order value
06
Experiential marketing

Event Marketing Impact

Registration, attendance, sponsor economics, influenced pipeline, and event return by format and market.

RegistrationsAttendance rateCost per attendee
07
Professional services

Legal Practice Performance

Intake, matter conversion, utilization, realization, collections, and working-capital visibility.

New mattersIntake conversionUtilization
08
Brokerage intelligence

Real Estate Pipeline

Lead conversion, listing performance, transaction velocity, commission income, and pipeline coverage.

Closed volumeGross commission incomeLead-to-close rate
09
Venue operations

Hospitality & Nightlife

Sales, guest spend, seat productivity, labor, prime cost, and repeat behavior across dayparts and concepts.

Net salesRevPASHAverage check
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