Governed analytical model
Entity, client, contract, project, obligations, delivery, time, billing, revenue policy, costs, currencies, periods, forecasts, actuals, dimensions, and source identifiers.
Project revenue analytics should connect contracts, obligations, project delivery, time, milestones, billing, accrued and deferred balances, recognized revenue, forecasts, costs, margin, currencies, adjustments, and source drill-down.
Entity, client, contract, project, obligations, delivery, time, billing, revenue policy, costs, currencies, periods, forecasts, actuals, dimensions, and source identifiers.
Define, ingest, reconcile, calculate, segment, compare, drill down, explain variance, review quality, decide, reforecast, and preserve versions.
Every metric carries its definition, formula, period, currency, source, owner, freshness, adjustment history, confidence, limitations, and responsible use.
The useful product is the one your team can keep current while preserving ownership, evidence, and the client relationship.
Model fixed projects, time and materials, milestones, retainers, multiple obligations, modifications, credits, unbilled revenue, contract liabilities, costs, currencies, and entities.
Build one project view from contract and delivery through billing, revenue, cost, margin, forecast, actual variance, drill-down, decision, and reforecast.
Test changed policy, delayed acceptance, missing time, billing hold, credit, estimate revision, late cost, currency difference, duplicate source, stale refresh, and conflicting dimensions.
Confirm dashboards never substitute activity, billing, cash, pipeline, or forecast for recognized revenue and expose missing or unreconciled source data.
Confirm current plan availability, limits, integrations, and migration behavior directly with each provider.
Evaluate contract and project sources, revenue definitions, billing, accrued and deferred balances, costs, forecasts, actuals, margin, currencies, drill-down, data quality, permissions, and versioning.
Not necessarily. Billing and revenue recognition can occur at different times under the applicable contract facts and accounting policy.
Use a mixed-fee project with modification, delayed acceptance, missing time, billing hold, credit, late cost, currency difference, and reforecast.
Start with one active client and the hardest normal exception.