Running a firm on numbers everyone trusts

Professional services firms run on three numbers: utilization, pipeline conversion, and project margin. In most firms, those numbers live in three different systems, get reconciled by hand the week before the partner meeting, and arrive too late to change anything. The leadership team ends up managing a lagging picture of a firm that has already moved on.

Canopy Analytic builds the data and analytics layer that closes that loop. We instrument the full chain — first qualified opportunity through signed engagement, staffed delivery, recognized revenue, and partner credit — on the systems you already run, so the firm operates on one set of numbers the managing partner, the practice heads, and finance all agree on.

Where we help

• Utilization analytics. Billable, non-billable, and bench time tied to payroll and PSA, sliced by practice, role, level, and individual. Leading indicators — staffing commitments, pipeline coverage, ramp curves for new hires — not just last month’s percentage. Practice leaders see who is over-utilized before burnout shows up in attrition, and who is under-utilized before it shows up in margin.
• Pipeline to bookings to revenue. One instrumented funnel from CRM opportunity stage through signed SOW, backlog, recognized revenue, and cash collected. Conversion rates, cycle times, and slippage measured at every stage. Forecasts that finance, sales, and delivery can defend in the same room because they are all reading from the same model.
• Project profitability. Engagement-level P&L with full cost loading — direct labor at fully burdened rates, subcontractors, T&E, software, overhead allocation by your firm’s actual rules. Refreshed weekly so go/no-go calls on at-risk engagements happen before write-downs do, and so pricing decisions on the next pursuit reflect what the last comparable engagement actually earned.
• Partner and originator attribution. Origination, sell, and delivery credit modeled the way your comp plan reads, with the rules in version control. Audit trail partners can interrogate. Splits, carve-outs, and exception handling documented so quarterly comp reviews stop being arguments about whose spreadsheet is right.

How we work

We start with a focused diagnostic — two to three weeks against the one number leadership argues about most, usually utilization or pipeline conversion. From there we move into delivery sprints with explicit acceptance criteria, named owners on your team, and documentation in your tools. The semantic layer is yours, the rules are version-controlled, and the dashboards live in Power BI or whatever your firm already standardizes on.

We operate in the Microsoft data stack — Fabric, Azure, Power BI — and integrate with Salesforce, HubSpot, Kantata, Workday PSA, NetSuite, Sage Intacct, and the time and expense systems professional services firms actually run on. We do not bring proprietary platforms. We bring the model, the discipline, and code your finance team and a successor can read.

Why this matters now

The firms growing through the next cycle are the ones that can deploy capacity and price work with the same speed their clients expect of them. That requires a leadership team that can see utilization, pipeline, and margin together, in something closer to real time than the monthly close. The firms still running on hand-reconciled spreadsheets are not just slower — they are losing the partners and senior delivery talent who can tell the difference.