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 follows important work from start to finish and finds where it gets stuck. That might be an approval queue, a bad handoff, too much work in progress, or one manager everything has to pass through. Then we test whether those same conditions are reducing access to the judgment, focus, and creativity the work requires.
You get a CFO-readable operating case: where the loss is happening, what it appears to be costing, and what is worth changing first. We show the assumptions and the confidence behind every number. Where the evidence stops, we say so. The Pilot is how you find out whether the change works.
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 SummaryThe 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.
Not every execution problem has the same cause. We look closely at two: friction in the path of the work, and demand conditions that make existing skill harder to access. Sometimes neither explains the problem. The Audit has to be able to say that too.
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: AI can remove work. It can also create new work: checking outputs, cleaning them up, handling exceptions, and deciding when a person needs to step back in. The Audit looks for both. It treats AI as another place execution drag enters the system, not as 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 and queue 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 $15,000 to $25,000 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, case-study consideration where the evidence and permissions support publication, 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.
Workload is only part of demand. Ten open priorities are not the same as ten sequential ones. A decision you can make yourself is different from one that waits three days for an approval. And two hours of protected work does not survive being broken into six pieces.
That is what Work Demand Design maps: 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. So the Audit asks two questions, in order. Where does the path itself create loss? Are the same conditions also reducing access to the skill needed to carry the work well?
What the Audit Surfaces
Companies have plenty of task data. What they usually do not have is a picture of what happened between "we started" and "we missed the date." Where did it wait? Who had to approve it? What came back and had to be redone?
Business process bottlenecks get logged as scheduling problems and left there. This is execution design, not a wellness program or an engagement survey. The operating case lives one layer down.
The Audit examines four connected evidence clusters.
Work path and flow. Queue buildup, excessive work in progress, priority collisions, approval wait, weak handoffs, and rework loops. These slow execution directly, with or without a capacity effect.
Decisions and authority. Decision latency, escalation distance, reversals, unclear decision rights, and exception handling. Where authority concentrates, one person or layer ends up setting the pace for everyone behind them.
Demand and capacity evidence. Meeting density, interruptions, stacked decisions, context reconstruction, and recovery limits, assessed against baseline shift, a load signature, and shared conditions.
Cost and opportunity exposure. Direct extra labor, delay cost, and rework cost. Recovery Debt enters only when longitudinal and turnover evidence support it. Client-supplied opportunity value stays 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.
If the work sat in an approval queue for eleven days, that delay is real whether anybody was overloaded or not. Queues, approvals, broken handoffs, excessive work in progress, unclear decision rights, and rework loops can establish structural execution drag on their own.
The capacity claim is separate. We assess baseline shift, a load signature, and shared conditions before we make it. Reversibility gets settled in the Pilot, not here. If the capacity evidence does not hold, the structural finding still stands, and a weak capacity finding does not identify some other cause by itself.
A genuine skill gap, poor role fit, the wrong strategy, or ordinary error may be the better explanation. Tooling, staffing levels, incentive design, and external dependencies can create real execution drag but may fall outside our remediation scope. Unclear decision rights, reopening, approval concentration, priority churn, and escalation habits remain inside the work-path investigation.
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 and not five buckets to total.
Meeting Tax (coordination cost)
Meetings fragment the week. Meeting Tax prices what the coordination consumes: attendance time, alignment and checking cycles, status loops, and decisions deferred without output. The Audit separates the direct time and flow loss from any additional capacity effect created by repeated switching.
Decision Density Tax (quality and rework cost)
Decisions create cost in two ways. Some take too long. Others get made, reversed, reopened, and cleaned up later.
We do not automatically call either one a capacity problem. If we claim judgment is being affected, that needs its own evidence.
Manager Load Tax (delay and queue cost)
Sometimes the manager is not the problem. The routing is. Too many approvals, exceptions, and decisions have been designed to pass through one person. Once that person's queue sets the pace, everyone behind it waits.
We measure the delay first. Then we test whether the load is also affecting the speed and quality of the decisions coming back.
Recovery Debt Tax (attrition and turnover exposure)
Recovery Debt tracks the longer-term exposure that builds when sustained demand runs 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
Work routes to the people who handle it well. Complex problems, rescue work, emotional load, and the harder strategic decisions concentrate on high-trust operators because they are trusted. The Audit tests whether that concentration is persistent and whether it is affecting execution. It does not assume a turnover exposure exists.
Forfeited Upside Tax (missed future value)
Forfeited Upside covers the strategic work, customer signals, useful connections, and initiatives that never get protected capacity or a viable route to action. The cause may be urgent work crowding out strategic work, decisions sitting in queues, reduced access to creativity, or some mix.
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. The number carries its assumptions with it.
Where AI shows up in the Audit. 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.
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.
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, and the specific priorities and decisions we will trace. We also settle the operating metrics, the data sources, and the confidentiality rules before any evidence gets collected. 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, aggregate calendar patterns, and structured manager and leader interviews. It also traces the work itself: queues, handoffs, work in progress, rework, decisions, and approvals. A voluntary privacy-protected capacity survey is added where appropriate.
No private app activity, individual Zone history, or live individual-state monitoring is used. Evidence streams are compared against each other. No single survey or interview determines a finding.
Phase 3: Test the Claims and Quantify the Exposure
By this point we know where the work sat and who it waited on. That part is countable. The harder question is whether the same conditions were also making the work harder to do well, and that is where baseline shift, load signature, and shared conditions come in.
Then we put money against what the evidence supports. Every figure comes with the assumption behind it and how confident we are in it. Where two Taxes are looking at the same delay, we say so instead of counting it twice.
Phase 4: Deliver the Intervention Case and Pilot Plan
The deliverables are itemized in the next section. The part that matters is the executive session: the evidence, what it supports as cost, the changes worth testing, and the metric that would settle it.
The Pilot plan also identifies the primary measurement team, the bounded work route affecting its result, the roles outside the team that control relevant decisions, approvals, and handoffs, what existing activity must stop, and the likely bypass or reversion points. That prevents a team-level intervention from pretending it changed a route controlled elsewhere.
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, followed by one 30-day durability check, centered on one primary measurement team and the bounded work route affecting its result. The plan identifies the roles controlling relevant decisions, approvals, and handoffs; the baseline metrics; the work-path conditions to change; the capacity hypothesis to assess; the operating outcomes to measure; what existing activity must stop; the likely bypass or reversion points; 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, so there is no client case study we have permission to publish yet. We are not going to invent one. What we can show is what a finding has to contain before we will put it in front of an executive team.
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 baseline shift, a load signature, and shared conditions, 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
$15,000 to $25,000
Single team, 5 to 15 people. The full methodology scaled to a team-sized engagement. 3 to 4 week timeline.
Department Audit
$35,000 to $55,000
Department or sub-function, 16 to 75 people. Cross-team pattern analysis included. 5 week timeline.
Function Audit
$65,000 to $95,000
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, and case-study consideration.
- 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.
- Case-study consideration: only when the evidence, your approval, and confidentiality requirements support publication.
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 method is built for defined units of demanding knowledge work and scales from a single team through multiple departments or functions. In manufacturing, retail, logistics, and other operating environments, it examines the knowledge-worker and decision layer. It is not a replacement for 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. A genuine skill gap, poor role fit, the wrong strategy, or ordinary error may be the better explanation. Tooling, staffing levels, incentive design, and external dependencies can create real execution drag but may fall outside our remediation scope. Unclear decision rights, reopening, approval concentration, priority churn, and escalation habits remain inside the work-path investigation. The Audit makes those boundaries explicit.
How is this different from an engagement survey?
Engagement surveys primarily measure sentiment and perception. The Audit reconstructs the work path itself: queues, decisions, approvals, rework, and work in progress. It then 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, 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.
Bring us one execution problem you can see but have not been able to explain. A priority that keeps slipping. A manager everything waits on. Rework that keeps coming back. Decisions that reopen after they are made.
We will tell you whether an Audit is the right next step. If it is not, we will tell you that too. Typical scoping-to-kickoff is 2 to 3 weeks.