Enterprise Services · Capacity Audit · Operating Evidence and Cost Analysis
Measure where execution is losing value. Build the case for what to change.
The Capacity Audit reconstructs how work actually moves across a team, department, or function. It measures queues, approvals, handoffs, rework, work in progress, and manager concentration, then assesses whether the same conditions are also reducing access to judgment, focus, communication, and creativity.
You receive a CFO-readable view of the structural loss, the supported capacity effect, the relevant Capacity Tax exposure, and the changes most worth testing. Assumptions, confidence levels, overlap controls, and a Pilot measurement plan make clear what is established, what is estimated, and what still needs to be tested.
The Audit does not assume the answer. It separates what the work path proves, what the capacity evidence supports, and what remains a hypothesis.
Executive Summary The evidence. The cost. The intervention case.+
The Capacity Audit assesses where structural friction is creating execution loss and whether the same conditions are also producing a capacity effect across a team, department, or function. It combines work-path, queue, decision, demand, and capacity evidence into a decision-ready cost and intervention case.
What gets examined: the actual work path, the capacity evidence, and the Five Capacity Tax exposures.
- Meeting Tax
- Decision Density Tax
- Manager Load Tax
- Recovery Debt Tax
- Forfeited Upside Tax
The Taxes are overlapping cost lenses, not five independent lines. Supported operating loss forms the floor with overlap controls. Recovery Debt is estimated only when longitudinal and turnover evidence support it. Forfeited Upside remains separate and client-supplied.
Why now: when AI changes the demand profile, the Audit tests whether validation load, cleanup work, new handoffs, or over-automation are adding structural friction or capacity pressure. AI is an amplifier to examine, not a sixth Tax.
What you receive: a one-page COO Brief, a 30 to 45 page findings report, a 15 to 20 slide executive presentation, a privacy-protected data and calculation appendix, a ranked intervention portfolio, and a Pilot measurement plan.
How it runs: four evidence streams: work-demand and priority mapping; work-path, queue, and decision analysis; voluntary privacy-protected capacity evidence where appropriate; and structured manager and leader interviews. Typical survey time is under 20 minutes per participant. Typical leadership time is roughly 6 hours across the engagement, adjusted to scope.
Pricing starts at $15K to $25K for a single team and scales through Department, Function, and Enterprise tiers. Most first engagements scope to a Team or Department.
Three Design Partner slots for 2026. Design Partners receive founder involvement at key moments, methodology influence, cohort learning, anchor case-study positioning, and 15% off the first engagement.
Not an engagement survey. Not an employee-monitoring system. Not a blended Tax total. A measured operating case with the evidence boundaries visible.
What Work Demand Means
Demand is not just workload.
In this Audit, demand includes time pressure, decision complexity, meeting and handoff load, emotional load, change load, unclear routing, and recovery limits. Work Demand Design also asks what enters, how much stays open, where it waits, who it passes through, and how often it loops or restarts.
Work-path friction can create delay and rework even when capacity is intact. The Audit therefore asks two questions in order: where does the path itself create loss, and are the same conditions also reducing access to the skill needed to carry the work well? The answer may show up in queue age, approval wait, reversals, rework, manager bottlenecks, recovery exposure, or missed future value.
Benchmarks can establish scale. They cannot supply your operating number.
A 2025 CUNY-led computational model estimated about $5.04 million in annual disengagement and burnout cost for a hypothetical 1,000-employee U.S. company with a specified workforce mix. That supports the scale of one adjacent exposure. It does not validate the ES model, represent every industry, or become your cost figure. The Audit builds its case from your work-path, operating, workforce, and opportunity evidence.
What the Audit Surfaces
Most companies track tasks, time, headcount, and output. They rarely reconstruct the actual path of important work and test whether the same conditions are also changing the capacity available to carry it. That is where the operating case lives. Not wellness. Not therapy. Execution design.
The Audit examines four connected evidence clusters.
Work path and flow. Queue buildup, excessive work in progress, priority collisions, approval wait, weak handoffs, restarts, repeated review, and rework loops that slow execution directly.
Decisions and authority. Decision latency, escalation distance, reversal patterns, unclear decision rights, exception handling, and manager concentration that make one person or layer set the pace for everyone behind it.
Demand and capacity evidence. Meeting density, interruptions, stacked decisions, context reconstruction, emotional pressure, and recovery limits, assessed against baseline shift, a load signature, and shared conditions.
Cost and opportunity exposure. Direct extra labor, delay and rework cost, longer-term Recovery Debt only when longitudinal and turnover evidence support it, and client-supplied opportunity value kept separate.
The mechanics explain how the loss is produced. The Five Capacity Taxes show where the supported cost lands.
Separate the Structural Finding From the Capacity Claim
A queue can be real even when the capacity effect is not.
Queues, approvals, broken handoffs, excessive work in progress, unclear decision rights, and rework loops can establish structural execution drag directly. The Four Tests govern the narrower claim that the same conditions are also reducing access to existing skill.
The Audit assesses baseline shift, a load signature, and shared conditions. Reversibility belongs to the Pilot. A weak capacity finding withholds the capacity call; it does not erase structural evidence already found in the work path or identify another cause by itself. The issue may instead involve capability, role fit, accountability, resourcing, technology, incentives, strategy, leadership, or another condition.
The Five Capacity Taxes
The Audit shows where supported execution cost lands.
The Taxes are overlapping cost lenses into one execution system. They are not five root causes, five separate diagnoses, or five buckets to total automatically.
Meeting Tax (coordination cost)
Meeting Tax captures coordination cost from meetings, alignment, checking, fragmented focus, status loops, and decisions deferred without output. The Audit distinguishes direct time and flow loss from any additional capacity effect created by repeated switching and depleted attention.
Decision Density Tax (quality and rework cost)
Decision Density Tax captures stacked decisions, delayed approvals, reversals, missed flaws, and downstream cleanup. The Audit separates decision-path latency and unclear authority from the additional claim that surrounding demand is reducing access to judgment.
Manager Load Tax (delay and queue cost)
Manager Load Tax captures the delay created when approvals, escalation, exception handling, and decision authority concentrate through one manager or layer. That bottleneck can slow the path even when the manager's capacity is intact; the same queue may also consume the capacity needed to resolve it well.
Recovery Debt Tax (attrition and resilience exposure)
Recovery Debt is a longer-term exposure associated with sustained demand running without enough recovery or operating margin. The Audit estimates it only when longitudinal and turnover evidence support a persistent pattern. One hard week, one absence, or one resignation is not enough.
The Capability Penalty
High-trust operators may receive more complex problems, rescue work, emotional load, and strategic decisions because they are trusted. The Audit tests whether that concentration is persistent, whether it is affecting execution, and whether a supported turnover exposure exists rather than assuming the answer.
Forfeited Upside Tax (missed future value)
Forfeited Upside captures strategic work, customer signals, useful connections, ideas, and initiatives that never receive enough protected capacity or a viable route to action. The loss may come from urgent work displacing strategic work, decisions sitting in queues, reduced access to creativity, or a combination.
Built from specific opportunities and your own valuation assumptions. It remains separate from the operating-loss floor and is reported as a client-supplied scenario or range, not an automatic audited loss.
The Audit does not assign a dollar to every Tax and add the five figures. It builds a supported operating-loss floor with overlap controls, estimates Recovery Debt only when the evidence supports it, and keeps Forfeited Upside separate and client-supplied. A business case with visible assumptions, not a blended total.
AI is treated as a possible amplifier, not a separate Tax. When relevant, the Audit tests whether AI-generated work, validation load, cleanup, new handoffs, or over-automation are increasing structural drag or capacity pressure. For the longer treatment, see AI Didn't Reduce the Work. It Changed the Demand Profile.
How the Audit Works
The standard Department-tier engagement runs five weeks. The same evidence sequence scales down for a team and expands for a function or enterprise scope.
Delivery: Team and Department Audits are typically delivered remotely. Interviews, surveys, work-path review, operating-data analysis, and the executive readout can all be completed without onsite work. Onsite working sessions are available when a leadership team wants the findings translated directly into an operating redesign.
Phase 1: Scope the Outcome and the Evidence
We define the business outcome, the team or function in scope, the priorities and decisions to trace, the operating metrics, the data sources, and the confidentiality architecture. The scope is built around demanding knowledge work where an executive owns the result.
Phase 2: Reconstruct the Work and Gather Capacity Evidence
Evidence collection can include work-demand and priority mapping; actual work-path, queue, handoff, work-in-progress, rework, decision, and approval analysis; a voluntary privacy-protected capacity survey where appropriate; aggregate calendar patterns; and structured manager and leader interviews.
No private app activity, individual Zone history, or live individual-state monitoring is used. The evidence streams are compared rather than allowing one survey or interview to determine the finding.
Phase 3: Test the Claims and Quantify the Exposure
We establish structural drag from flow evidence, assess baseline shift, load signature, and shared conditions for the capacity claim, and connect supported findings to the relevant Capacity Tax exposures. The cost model includes assumptions, confidence levels, and overlap controls. Recovery Debt requires longitudinal and turnover evidence. Forfeited Upside remains separate and client-supplied.
Phase 4: Deliver the Intervention Case and Pilot Plan
You receive a 30 to 45 page findings report, a 15 to 20 slide executive presentation, a one-page COO Brief, a privacy-protected appendix, a ranked intervention portfolio, and a Pilot measurement plan. The executive session covers the evidence, the costs it supports, the changes to test, and the metrics that would settle the result.
Typical survey time: under 20 minutes per participant. Typical leadership time: roughly 6 hours across scoping, interviews, and the executive readout, adjusted to scope.
What You Receive
Lead Deliverable
COO Brief
A single-page brief with the supported execution-loss top-line, the primary work-path patterns, the capacity evidence, the structural changes recommended, and the operating metrics to test. Built for the executive who has to decide what changes Monday morning.
Findings Report
A 30 to 45 page report covering the work-demand and priority map, actual work paths, queues and constraints, decisions and approvals, the capacity-evidence assessment, the Five-Tax model, assumptions, confidence levels, and a ranked intervention portfolio.
Executive Presentation
A 15 to 20 slide deck delivered in a two-hour working session. Built for the executive team that needs to make investment decisions from the evidence. You keep the deck for internal use.
Data and Calculation Appendix
A privacy-protected appendix documenting source fields, definitions, calculations, assumptions, confidence levels, overlap controls, and the aggregate evidence behind the findings. It does not expose private individual app activity, Zone history, or live state data.
Ranked Intervention Portfolio
The operating changes ranked by evidence strength, expected value, feasibility, and measurement clarity. The portfolio can include work-path redesign, decision-right changes, manager practice, and private individual support where the evidence warrants it.
Pilot Measurement Plan
A recommended 12-week test with baseline metrics, the work-path conditions to change, the capacity hypothesis to assess, the operating outcomes to measure, and the decision rule for what happens next. No obligation to continue with us.
What a Finding Looks Like
We are in the design partner phase. We do not have client case studies to publish yet, and this page is not going to fabricate one. What we can show is the structure every finding follows.
Each finding separates five things: the structural evidence, the capacity assessment, the supported cost exposure, the intervention hypothesis, and the metric that would test the result. A finding may show that an approval queue accounts for most elapsed delay and repeated context reconstruction. The capacity evidence may support an additional load signature, or it may not. The recommendation follows the evidence either way.
The dollar figure comes from your data and assumptions. The structural finding comes from the work path. The capacity claim is made only when the evidence supports it. Forfeited Upside uses opportunities and values supplied by your leadership team. Reversibility is settled in the Pilot, not asserted by the Audit.
The full sample finding will appear here once the first design partner engagement closes and we have permission to publish.
Who Delivers the Audit
A senior practitioner leads the engagement and is named in the scoping call. Jim Wilde built the ES methodology behind the work-path, capacity-evidence, and Five Capacity Taxes analysis. He reviews the work, makes the judgment calls on findings that do not fit a clean pattern, and joins the executive readout when it serves the engagement.
For Design Partner engagements, founder involvement is heavier: methodology shaping at kickoff, findings review before delivery, and the executive readout. Once the firm scales past the design partner phase, that level of involvement is no longer part of the standard engagement.
Background on the methodology. Jim Wilde developed the methodology through decades of enterprise systems work, including a nine-year tenure as lead dev/pm on mta.info, the public-facing digital infrastructure for the Metropolitan Transportation Authority. The Five Capacity Taxes are documented in CAPACITY: The Variable No One Measures.
Investment
Audit pricing scales with team size and scope. Ranges are directional. Most first engagements scope to a single team or department.
Team Audit
$15K to $25K
Single team, 5 to 15 people. The full methodology scaled to a team-sized engagement. 3 to 4 week timeline.
Department Audit
$35K to $55K
Department or sub-function, 15 to 75 people. Cross-team pattern analysis included. 5 week timeline.
Function Audit
$65K to $95K
Multi-team function or business unit, 75 to 300 people. Strategic-level findings. 6 to 8 week timeline.
Enterprise Audit
Custom
Multiple functions or a full division, 300+ people. Executive-level scope. Custom timeline and deliverables.
Audit sizing is based on the knowledge-worker population whose output depends on cognitive performance under pressure, not total headcount.
2026 Design Partner Cohort · Three Slots
Early adopters shape the category.
The first three audits are for leadership teams comfortable being early in a category. Design Partners receive founder involvement at key moments, methodology influence, cohort learning, anchor case-study positioning, and 15% off the first engagement.
- Founder involvement at key moments: methodology shaping at kickoff, findings review before delivery, and the executive readout.
- Methodology influence: your engagement helps sharpen how the audit works at enterprise scale.
- Cohort learning: quarterly executive briefings on patterns surfacing across the design partner cohort.
- Anchor case-study positioning: used only with permission and shaped around your confidentiality needs.
Design Partners receive 15% off the first engagement in addition to the access elements above.
Applications close when the three slots are filled.
Start here if the Audit does not fit yet
The Work Demand Diagnostic maps recurring work-path friction, traces selected work and decisions, screens the capacity effect, and builds a directional cost case. Half-day working session for managers and team leaders. $3,500 to $7,500. Light prep required, no follow-on commitment.
Lighter still: the Stalled Priority Snapshot tests one live priority in 90 minutes for $1,500. It creates a credible local routing hypothesis, not a completed diagnosis, and the fee credits toward the Diagnostic when booked within 30 days.
Questions
Will my employees feel surveilled?
The Audit is designed to avoid individual surveillance. A capacity survey, when used, is voluntary and privacy-protected. Calendar and flow analysis operate on agreed aggregate patterns and selected work, not persistent monitoring of individual behavior. Managers never receive private app activity, individual Zone history, or live individual-state data. Reporting thresholds and confidentiality rules are set during scoping.
Where does this not work?
The Audit needs a defined unit of work, usable evidence, an executive sponsor, and enough operating stability to act on the findings. A reorganization, leadership change, or systems rollout does not automatically disqualify the work; those events can amplify drag. When boundaries and decision rights are changing daily, a narrower Snapshot or Diagnostic may be the better first step until a stable scope can be defined.
The current method is built for departments doing demanding knowledge work. It can examine the knowledge-worker layer of manufacturing, retail, logistics, or other operating organizations, but it is not designed as a replacement for core industrial engineering or frontline process-control systems.
How do you separate structural drag, a capacity effect, and a performance problem?
We start with the work path. Queues, approvals, broken handoffs, excessive work in progress, unclear decision rights, and rework can establish structural drag directly. We then assess baseline shift, a load signature, and shared conditions to determine whether the same operating conditions are also reducing access to existing skill. The Pilot tests reversibility.
A weak capacity finding does not erase a structural finding or prove another cause. The issue may instead involve capability, role fit, accountability, resourcing, technology, incentives, strategy, leadership, or another condition. The Audit makes those boundaries explicit.
How is this different from an engagement survey?
Engagement surveys primarily measure sentiment and perception. The Audit reconstructs actual work paths, queues, decisions, approvals, rework, and work in progress; assesses whether the same conditions are affecting access to skill; and ties supported findings to cost and intervention options. A survey can be one evidence stream, but it does not determine the finding by itself.
If there are five Taxes, is the bottom-line number just the sum?
No. The Five Capacity Taxes overlap. The same meeting, approval queue, or rework loop can appear through more than one lens, so five independent dollar lines would double-count the loss.
The Audit builds a supported operating-loss floor with overlap controls. Recovery Debt is estimated only when longitudinal and turnover evidence support a separate exposure. Forfeited Upside remains separate and is built from client-supplied opportunity values. Every figure carries its assumptions and confidence level.
How do you quantify Forfeited Upside without fabricating numbers?
We use specific opportunities your leadership team identifies, relevant pipeline or initiative history, and your own valuation framework. You supply the opportunity value. The Audit can show the work-path and capacity conditions surrounding the missed action, but it does not claim counterfactual certainty. The result is reported separately as a client-supplied scenario or range.
Does the CUNY-led benchmark apply to our industry?
Not as your number. The 2025 study is a computational model of disengagement and burnout cost under specified U.S. workforce assumptions. It is an adjacent scale reference, not validation of ES and not an industry-specific operating benchmark. The Audit uses your work-path, operating, compensation, workforce, and opportunity evidence.
Can we audit a specific team or function instead of the full organization?
Yes. That is how most first engagements are scoped. The practical unit is a team, department, function, practice, or business unit where output depends materially on judgment, analysis, decisions, communication, creativity, technical expertise, or complex problem-solving under pressure.
What is required from our IT team?
Usually limited support for agreed aggregate exports or access to existing operating data. Survey distribution can run through existing HR channels. Calendar and flow analysis can use voluntary opt-in tools, aggregate exports, or selected work records. No persistent monitoring, new infrastructure, or live individual-state feed is required.
What if the findings point to leadership behavior or decision rights?
Then the Audit should say so. It can identify observable patterns such as approval concentration, priority churn, escalation habits, unclear authority, or inconsistent sponsorship. Findings are evidence-based and scoped to operating consequences. They do not expose private individual-state data or turn the engagement into a clinical judgment about a person.
Do we have to commit to implementation after the Audit?
No. The Audit is a discrete engagement. You own the deliverables and recommendations. The findings may support a 12-week Pilot, redirect the next step, or show that ES is not the right intervention. There is no obligation to continue.
Does the Audit require onsite work?
No. Team and Department Audits are typically delivered remotely. Interviews, surveys, work-path review, operating-data analysis, and the executive readout can all be completed without onsite work. Onsite sessions are available when the leadership team wants a working session around the findings and redesign options.
Build the operating case.
Every Audit starts with a scoping call. Bring the execution pattern, the business outcome it is affecting, and the team or function in scope. We will tell you whether the evidence is mature enough for an Audit, what the engagement would cost, and whether a Snapshot or Diagnostic is the more credible first step. Typical scoping-to-kickoff is 2 to 3 weeks.