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C10

Hidden Cost / Efficiency Gap

Composite / composite / 3 to 6 months

What it detects

Multiple distinct cost-efficiency problems are firing simultaneously, indicating that cost-per-output is deteriorating across several surfaces at once rather than as a single isolated issue. C10 is a multi-signal aggregation; it reads the firing state of four base signals and fires when at least [redacted] of them are active.

When it fires

At least [redacted] of these [redacted] base signals are currently firing on the snapshot: `software-stack-bloat` (S15), `budget-actuals-variance` (S35), `payroll-overhang` (S14), `headcount-cost-revenue` (S36). The firing logic counts the active set via `hasSignal()` lookups. Emit location: `lib/financial-engine/src/financialEngine.js:[redacted]`.

Why it matters

Count overlapping software costs only once. Multiple cost-efficiency problems can describe the same software spend. Flagged software waste is a subset of the software expense category, so summing waste and that category's overrun double counts their overlap.

What it looks like in practice

$[redacted]K monthly flagged waste and a $[redacted]K Software overrun yield $[redacted]K monthly drag, with $[redacted]K overlap removed and MEDIUM severity. $[redacted]K waste, $[redacted]K Software overrun, and $[redacted]K Rent overrun yield $[redacted]K and HIGH severity. $[redacted]K waste and only a $[redacted]K Rent overrun retain $[redacted]K with overlap unchecked. Exactly $[redacted]K stays MEDIUM.

Severity levels

  • MEDIUM
  • HIGH

Thresholds

Exact thresholds, formulas, and severity bands are omitted from this public view. The full methodology, with every figure, is available in the authenticated app.

How it connects

Hidden cost drag compounds with revenue growth — if delivery costs are rising faster than output, margin compression accelerates even without new hires or spend increases.

Why these together

Each of the four efficiency reads is a localized cost problem with its own owner. When at least two of them fire at the same time, the odds of an underlying structural cost problem rise sharply, and the identifiable drag (redundant software plus persistent budget overruns) becomes a single board-level number rather than four tactical fixes. The composite fires when at least two of the four checks below are active; the aggregation rule is practitioner-derived and the severity cutoff reuses the expense-overrun dollar line.

Built from these checks

Sources

SEE IT ON REAL NUMBERS

The exact thresholds, the formula, and your own figures are in the authenticated app. See it against a real, simulated dataset for Integra Executive Services, our public demo company, or connect your own QuickBooks Online account.

Get accessSee the nightly proof