Pilot on one repeated workflow
When it may fit: Savings are unproven.
Evidence needed: Before-and-after time study.
Trade-off: A pilot may not scale.
Professional Services Intelligence Brief
Automation promises hours saved. The business case holds only if those hours turn into billable work, avoided hires or lower costs, not just slack.
Will automating this workflow pay for itself?
Automation vendors sell time savings, and the savings can be real. But saved time is valuable only when it is used: converted to billable work, to avoided hiring or to cost reductions. Otherwise the firm has bought a tool and kept the same payroll.
A sound case estimates the hours saved, how they will be used, the full cost, and the risk of the tool not being adopted.
A business case needs a few numbers:
The conversion of saved time into value is the weakest link, so it deserves the most scrutiny.
Illustrative A simple illustration, with invented numbers: suppose a tool saves 3% of billable-equivalent hours across the firm. On 124 thousand hours, that is about 3,700 hours. At the firm’s cost of about $198 an hour, those hours are worth about $735,000. If a third of them are converted into billable work at the average realized rate of about $213, the added revenue is about $265,000, much less than $735,000. The value depends heavily on what happens to the saved time.
Calculated The firm’s economics give context. Delivery costs grew 18.2% and salaries 13.0% while utilization is already high at 81.6%. Saved hours could relieve capacity pressure and avoid some hiring. In the scenario, a 1% gain in billable hours adds about $196K a year.
Hypothesis The strongest cases come from repeated, rules-based tasks that consume junior time, and the weakest from work that needs judgment. Information gap Task-level time data and vendor costs are not in the demo. Piloting on one workflow with a before-and-after time study gives the evidence needed.
4. Explore the interactive experience
Firm Economics Dashboard: a service-line dashboard with utilization and realization, a scenario simulator for hours, rate and cost, evidence-linked answers from APIS, and a sample brief, all on synthetic data.
The experience below is built on a synthetic firm, “Demo Advisory Partners,” analyzed by service line. It has no client-level or engagement-level records, so service lines are used to show the method. Nothing in it is real.
Automation works best in small, measured steps.
Two Pillars can help professional services firms investigate client profitability, engagement operations, capacity and strategic growth using your own data. A good first step is a workflow automation business case that includes how saved time turns into value.