Original practices, not universal benchmarks
The meeting agendas, review routines, standards fields and decision rules are original proposed practices. Sources helped us frame questions; they do not validate an improvement claim. We do not supply a universal utilization target, margin threshold, technician-to-client ratio or hiring score.
Capacity boundary
Current headroom equals available hours minus workload hours for the same role or team, reporting period and work boundary. Count a commitment once. Excluding projects from available time and then counting the same projects in demand double-counts them. Unknown coverage withholds the conclusion.
Automation boundary
Net recurring hours saved = (N × (M − H) − E − O) ÷ 60. N is distinct eligible work; M is comparable manual minutes; H is routine human minutes per unit afterward; E is extra exception effort for the period; O is recurring monitoring and maintenance. All effort categories must be non-overlapping.
Existing automation receives zero incremental credit because current workload already reflects it. Proposed credit requires confirmation that the work is still in the baseline and no other initiative claims it. Deduct one-time setup once in the first period. Preserve negative results.
Fictional example
N = 120, M = 8, H = 1.5, E = 30, O = 90 gives 16 manual hours, five remaining human hours and eleven recurring hours saved. Eight setup hours leave three first-period hours. With 600 available hours and 610 workload hours, current headroom is −10, recurring scenario headroom is +1 and first-period scenario headroom is −7. These are invented learning inputs.
Client-review boundary
Service effective hourly rate is service revenue divided by scoped labour hours; agreement effective hourly rate uses agreement revenue and agreement hours. Assigned gross margin is total service plus pass-through revenue, less assigned labour, bundled tools, direct subcontractors and pass-through vendor costs. Loaded labour includes the stated pay, employer tax and benefit assumptions; tool costs use documented seat and fixed allocations. General overhead is excluded unless explicitly assigned under the chosen method. The percentage divides by positive total revenue and is blended, including resale. Equal pass-through revenue and cost leave margin dollars unchanged while increasing the denominator. The workbook has no separate service-only gross-margin KPI and is not a company net-profit report. Zero hours leaves the ratio unavailable; missing core costs remain insufficient data. Confirm the accounting basis with the finance owner.
Evidence labels
Measured means recorded or observed under a stated method, not verified truth. Estimated means an assumption or forecast. Mixed combines them. Unknown means the evidence is absent or insufficient. A blank is not zero. A formula does not promote an estimate into a measurement.
Safety and source limits
Use authorized, non-sensitive aggregates. Do not upload customer exports or credentials. Community comments are anecdotes; vendor recipes are product documentation. Source URLs appear on each guide, with a dated research log kept separately. A successful HTTP status does not establish editorial accuracy.
Change log
October 6, 2026: v3 copy revision. Unified agenda and assigned gross-margin definition; added onboarding checks and standards example. Capacity and automation guides extend the earlier original methods. No practitioner outcome validation has been performed.