Comparable economics
Revenue boundary, labor basis, time, vendors, expenses, overhead allocation, credits, write-offs, currency, period, project state, and source readiness.
Agency profitability depends on explicit revenue, cost, period, currency, allocation, and status definitions. A useful dashboard preserves drill-down, uncertainty, and the decisions behind each variance.
Revenue boundary, labor basis, time, vendors, expenses, overhead allocation, credits, write-offs, currency, period, project state, and source readiness.
Actual, committed, forecast, project, client, service, team, utilization, billing, receivables, variance, limitations, and corrections.
Every margin or profitability view can be traced to source records and used with delivery, client value, quality, workload, and strategic context.
The useful product is the one your team can keep current while preserving ownership, evidence, and the client relationship.
Model fixed-fee, time-based, retainer, milestone, multi-currency, vendor-heavy, over-budget, credited, and partially completed projects.
Reconcile time and costs, select revenue and allocation rules, calculate project and portfolio views, drill into variance, correct data, and record decisions.
Test missing time, unbilled work, late vendor invoice, disputed revenue, credit, write-off, overhead change, currency difference, and incomplete project.
Confirm the dashboard does not hide source gaps, compare incompatible measures, or use one margin number as a standalone judgment of people or clients.
Confirm current plan availability, limits, integrations, and migration behavior directly with each provider.
Look for explicit revenue and cost definitions, labor basis, vendors, expenses, allocations, projects, clients, services, utilization, billing, write-offs, currencies, forecasts, variance, permissions, and drill-down.
No. Profitability compares revenue and costs under selected rules. Cash flow tracks money moving in and out over time.
Not by itself. Data quality, scope, pricing, staffing, quality, strategic value, workload, client behavior, and allocation choices all require context.
Start with one active client and the hardest normal exception.