SPK-01

Unit-Cost & Breach Computability

The Sentinel intercontinental ballistic missile program[2] triggered a cost breach indicating an 81% increase in unit cost.[1] Three structural gaps in cost accounting, baseline comparability, and computation reproducibility prevented stakeholders from detecting or contesting this breach until too late. A machine-readable, reproducible cost framework—UC-BCK—closes these gaps.

zenodo.org/records/18919574

UC-BCK architecture diagram showing the 11-component framework integrating DAVE, CADE, and FlexFile data sources with governance, computation, and audit layers
0

The Bottom Line

In July 2024, the Department of Defense announced a unit-cost breach[1] in the Sentinel program. The program's per-unit cost grew from an original baseline of $118 million to $214 million—an 81.3% increase.[2] This exceeded the 50% Nunn-McCurdy statutory threshold for a critical breach. Total program cost reached $140.9 billion.[3]

Three Structural Gaps: No party—not Congress, not GAO, not the contractor—could reproduce the breach computation from first principles. Unit definition ambiguity, baseline masking via programmatic adjustments, and computational non-reproducibility meant zero parties who could replay the breach.

In February 2026, the Air Force restructured the program,[2] introducing 450 new modular silos and approximately 5,000 miles of fiber-optic infrastructure.[4] A prototype broke ground at Promontory, Utah. These changes reset baseline computations, but without UC-BCK, the same gaps persist.

What UC-BCK is not: UC-BCK is not a cost estimation system (it measures realized performance against baselines), not a decision automation system (the five statutory certification tests remain human judgments), not a prevention system (it cannot prevent cost growth), and not a statutory modification (it implements existing law without altering definitions or thresholds).
1

The Formula

10 U.S.C. § 4371[5] establishes two metrics for breach detection:

PAUC: Program Acquisition Unit Cost—total program cost (RDT&E + Procurement + MILCON) divided by total fully configured end items. Baseline PAUC vs. current PAUC determines breach severity.
APUC: Average Procurement Unit Cost—procurement cost divided by total quantity. Isolates production efficiency from development investment.

The FY 2006 NDAA[6] introduced dual-baseline tracking, requiring programs to report growth against both the current baseline and the original Milestone B baseline—closing the "rebaselining loophole" that previously let programs reset their breach counters:

Classificationvs. Current Baselinevs. Original BaselineConsequence
Significant≥ 15%≥ 30%Service Secretary notifies Congress within 45 days
Critical≥ 25%≥ 50%Secretary of Defense certification required; potential termination
Sentinel Actual81%CRITICAL BREACH

Source: 10 U.S.C. § 4371;[5] DAU Statutory Program Breach Definitions.[7]

Upon a critical breach, 10 U.S.C. § 4376[8] requires the Secretary of Defense to certify five things within 60 days—or the program is terminated:

  1. The program is essential to national security.
  2. No less costly alternative exists to achieve the required capability.
  3. New cost estimates are reasonable (as determined by the Director of CAPE).
  4. The program has higher priority than programs whose funding would be reduced.
  5. The management structure is adequate to manage costs.

For Sentinel, USD(A&S) certified the program on all five criteria in July 2024.[1] Milestone B approval was rescinded, requiring restructuring and a new milestone review.

Reporting Ecosystem: SARs, UCRs, DAVE, CADE

Nunn-McCurdy breaches are surfaced through four primary channels:

  • Selected Acquisition Reports (SARs): Quarterly reports[7] that include cost and schedule metrics submitted via CSDR formats with variance explanation.
  • Unit Cost Reports (UCRs): Focused cost-per-unit analysis[9] connecting program totals to unit-level metrics.
  • DAVE: The DoD's system of record for acquisition data,[10] providing API-driven access[11] restricted to CAC-authenticated users.
  • CADE: A cross-organizational evidence library[12] housing FlexFile repositories and historical baselines.

All four channels are essential but disconnected. SARs arrive quarterly but may lag actual cost trending. DAVE and CADE require CAC access. UCRs are often contested because the baseline they reference is ambiguous.

2

Three Gaps

Sentinel's breach was not "impossible to foresee"—it was impossible to compute reproducibly until seven months after cost overruns had metastasized. Three structural gaps explain why:

Gap MC1: Unit Definition Ambiguity

What is a "unit" in Sentinel? The CRS has documented recurring unit definition disputes[13] across historical programs:

  • LCS: In May 2022, the Navy cancelled the ASW mission package, triggering a 37.3% PAUC increase over the original baseline[14][15]—not because remaining packages cost more, but because fixed costs were amortized over fewer units.
  • BMDS: Continuous disputes over whether a "unit" is a single radar, a site, or a regional defense posture.[9]
  • F-35: Recurring questions about unit scope across multiple annual assessments.[16]

Without a locked, machine-readable definition approved by the milestone authority, contractors and programs can redefine the unit retroactively, masking breaches or shifting them to different metrics.

Gap CS1: Baseline Comparability Masking

A 2005 GAO audit found that programmatic adjustments masked approximately 50% of Nunn-McCurdy breaches[17] between 2001 and 2003. GAO identified 25 programs with cost growth, but only 17 were formally reported as breaches.

  • RAH-66 Comanche: GAO documented 62% PAUC growth over 27 months,[17] masked by excluding unit cost increases associated with a restructure and a reduction of 561 helicopters. The underlying cause was failure to mature composite materials and avionics software.

Without a frozen, auditable baseline-to-current crosswalk, breaches can be masked indefinitely.

Gap CS2: Computational Non-Reproducibility

Even when PAUC and APUC figures are published, no independent party can reproduce them from source data. The calculation depends on:

  • Scope of PAUC numerator (the statute specifies RDT&E + Procurement + MILCON—but which cost elements map to which category?)
  • Definition of "total quantity" (originally planned, currently planned, or realized?)
  • Allocation of indirect costs to units
  • Treatment of quantity adjustments mid-program
  • Which baseline is the reference (original approved, last updated, or custom?)

Contractors submit cost data to DAVE,[10] but those data are optimized for narrative rather than reproducible computation. CADE holds more detailed FlexFile repositories,[12] but the mapping from FlexFile categories to Nunn-McCurdy unit cost is manual, undocumented, and varies by program.

The Result: When a program announces a breach, Congress and GAO must either accept the government's calculation or fund expensive, months-long independent audits. By then, the analytical window has closed.
3

The Death Spiral

Cost growth in complex acquisition follows a feedback loop. Cooper (1993) documented how rework cycles in development projects compound through iterative discovery and correction.[18] Ford and Sterman (2003) modeled how rework concealment in concurrent development creates cascading cost surprises.[19] Gansler (1999) termed this "funding migration," where rising O&S costs for aging systems consume modernization budgets, forcing quantity reductions on new programs.[20]

F-22 Raptor

The F-22 program initially planned 750 aircraft.[21] Successive budget cuts triggered quantity reductions:

Original Plan
750
1991 Review
648
1993 BUR
442
1997 QDR
339
Final Production
187

Total RDT&E reached approximately $24.3 billion,[22] making per-aircraft development cost unsustainably high.

DDG-1000 Destroyer

The DDG-1000 was originally planned for 32 ships.[23] Cost overruns led to successive reductions:

Initial Plan
32
2005 Replan
24
2008 Replan
16
2010 Replan
7
Final
3

GAO documented cost growth driving down quantity,[24] yet each reduction was justified as a "force structure trade" rather than programmatic failure.

JDAM: The Positive Case

The JDAM achieved a 25% unit cost reduction and procured more than double the originally planned quantity.[16] Unadjusted total cost growth substantially overstated the program's cost management problems, because quantity increases drove total spending up even as per-unit costs fell. Both directions matter—adjustments can hide bad news or obscure good news.

Key Insight: Death spirals occur when cost growth is detected late, triggering reactive quantity cuts that increase fixed-cost burden per unit. Early, reproducible breach detection could enable proactive re-planning before the spiral becomes irreversible.
4

Sentinel Case Study

In January 2024, the Air Force notified Congress of the breach.[3] By July 2024, the Department formally announced the results: unit cost had grown 81%.[1]

Three Cost Baselines, Three Different Stories

$77.7 Billion (Base-Year 2020 dollars):[25] The original September 2020 Milestone B baseline. Constant-dollar figure. Not directly comparable to Then-Year figures.
$95.8 Billion (Then-Year dollars):[25] Same baseline in Then-Year dollars. This is the figure used for apples-to-apples Nunn-McCurdy comparison.
$140.9 Billion (Then-Year dollars, July 2024):[1] Revised total acquisition cost. The correct TY comparison is $95.8B → $140.9B (≈47% in TY terms). Comparing $77.7B (BY) to $140.9B (TY) conflates real cost growth with inflation and is not analytically valid.

The 81% figure refers to PAUC growth ($118M → $214M per unit) and is valid as a ratio. As of March 2026, no new cost estimate reflecting the February 2026 restructure has been published.[2]

Where Did the Cost Growth Come From?

The Department's root cause analysis determined that approximately 80% of cost growth originated in the Command & Launch segment[1]—ground infrastructure, real estate, and fiber-optic communications rather than the missile airframe.

However—and this is critical—no public segment-level dollar breakdowns exist. Only the aggregate 80% figure is acknowledged. This opacity is precisely the computational non-reproducibility that Gap CS2 describes.

The February 2026 Restructure

  • Modular Silo Design: 450 new silos using modular construction.[4]
  • Fiber-Optic Network: Approximately 5,000 miles of hardened fiber-optic cable.
  • Prototype at Promontory, Utah: Full-scale prototype validating modular design.
  • Extended Schedule: IOC targeted for the early 2030s.[26]

These changes reset the baseline, but without UC-BCK, they also reset the reproducibility clock.

How the Three Gaps Manifested

MC1 (Unit Definition): Sentinel was costed as a "missile system." Requirements crept in for integrated command, control, communications, and cyber-hardening. The program used baseline adjustments to avoid reporting breaches, until the 81% threshold could no longer be suppressed.

CS1 (Baseline Masking): Adjustments for "threat environment changes" and "STRATCOMM integration" were justified in narrative, but no formal crosswalk documented "original scope" vs. "new scope."

CS2 (Non-Reproducibility): The 81% figure appeared in press releases and SARs, but the underlying calculation was not published. Congress and GAO had to accept the DoD's announcement or fund an audit.

5

Data Already Exists

Two systems hold the raw data needed: DAVE[10] and CADE.[12]

DAVE: System of Record

DAVE is the DoD's authoritative system for acquisition program data,[10] API-oriented[11] but access-restricted. It presents aggregated views optimized for narrative rather than reproducible computation.

CADE: Evidence Library

CADE[12] houses FlexFile repositories in the CSDR format,[27] historical baselines, and cross-organizational access for audit.

FlexFile and DI-FNCL-82162 Schema

FlexFile[28] is defined by DI-FNCL-82162.[29] Programs submit cost data in seven groups:

  1. Report Metadata: Administrative pedigree—who submitted, when, under what contract.
  2. WBS and End Item Information: Structural backbone linking contractor accounts to government WBS.
  3. Financial Summary: Reconciliation totals including G&A, fee, and price.
  4. Actuals To Date: Core payload—time-phased costs and hours tagged for Recurring/Non-Recurring status.
  5. Allocation Methodology: Indirect cost distribution methods.
  6. Forecasts At Completion: Contractor Estimate at Completion (EAC).
  7. Other Information: File logistics and program-specific attributes.

CSDR requires quarterly submission.[30] However, the mapping from FlexFile categories to Nunn-McCurdy "unit" definitions is not standardized; each program interprets the mapping differently.

The critical gap is not data availability—it is data integration and reproducibility. DAVE and CADE are disconnected. No party can independently reproduce a breach computation from first principles.

Legal Infrastructure Exists

  • MIL-STD-881F[31] defines WBS standards for consistent functional decomposition.
  • 10 U.S.C. § 3221[32] establishes CAPE's authority over cost estimation policy. § 3223[33] mandates CAPE's access to records and data including contractor data. § 3227[34] requires CAPE to develop collection methods for quality cost data.
  • DFARS 234.71[27] establishes CSDR requirements for consistent reporting formats.

What is missing is the governance and architecture for making that data reproducible and contestable. UC-BCK bridges that gap.

6

UC-BCK Architecture

UC-BCK is a governance and technical architecture closing the three gaps. It integrates existing systems (DAVE, CADE, FlexFile) with three new capabilities: a locked, machine-readable unit definition; a reproducible computation engine; and a multi-view evidence ledger.

Design Principles

Integration, Not Replacement: UC-BCK sits atop DAVE, CADE, and CSDR workflows. It does not replace them.
Statutory Fidelity: Every computation implements 10 U.S.C. § 4371[5] precisely. No modified definitions, no altered thresholds.
Transparency Over Optimization: Multiple views of the same computation. Programs cannot suppress or selectively present.
Governance as Architecture: Unit definitions, baselines, and computation rules are governed by standards authority with multi-stakeholder representation.

11 Components

ComponentPurposeInput/Output
Unit Definition GovernanceLock unit definition at milestone; govern changes; machine-readable formatIn: Scope document / Out: Approved definition + version history
Baseline CrosswalkMap original to current baseline; document every adjustmentIn: Baseline snapshots / Out: Structured crosswalk with audit trail
FlexFile IngesterParse contractor cost data from CADE; validate schemaIn: FlexFile JSON / Out: Normalized cost vector
NMC Compute EngineCalculate PAUC and APUC from first principlesIn: Cost vector, definition, baseline / Out: Metrics + variance
Threshold AlertContinuous monitoring; alert approaching or exceeding breachIn: Computed metrics / Out: Alert with severity and margin
Evidence LedgerImmutable log of submissions, computations, determinationsIn: All data / Out: Timestamped, signed entries
Multi-View GeneratorProduce statutory, raw, quantity-neutral, segment-decomposed, contested viewsIn: Computation result / Out: Five parallel views
Adjustment RulebookPolicy-as-code: permissible, governed, and prohibited adjustmentsIn: Proposed adjustment / Out: Approval or rejection + reasoning
Contested Mapping RouterRoute disagreements to independent arbitration; produce both viewsIn: Contested element / Out: Parallel computations
Segment DecomposerBreak PAUC growth into drivers: quantity change, per-unit cost by segmentIn: Full cost data / Out: Attribution table by segment
GAO Replay ModuleExport ledger + rules as auditable package for independent verificationIn: Ledger + engine / Out: Reproducible audit package

Multi-View Computation

ViewDescriptionPurpose
StatutoryPAUC/APUC per 10 USC § 4371, with approved adjustmentsOfficial Nunn-McCurdy determination
RawTotal cost / total quantity, no adjustments, Then-Year dollarsBudgetary reality visible to Congress
Quantity-NeutralGrowth holding quantity at baseline, Base-Year dollarsIsolates performance-driven growth
Segment-DecomposedGrowth contribution by program segmentIdentifies which subsystems drive growth
ContestedParallel computation under contractor vs. government assumptionsSurfaces disputes explicitly
Sentinel Application: The first three views currently converge because quantity has not changed (659 units throughout). All 81% of PAUC growth is performance-driven, with zero quantity-driven component. The segment view reveals the ~80% infrastructure concentration—but only qualitatively, because no public source provides segment-level dollar breakdowns. This is precisely the gap UC-BCK closes: with FlexFile data, it would produce the quantitative decomposition that does not currently exist.

If quantity had been reduced (as in F-22 or DDG-1000), these views would diverge—and that divergence is precisely the information Congress needs.

7

Implementation

4-Phase Roadmap

PhaseTimelineDeliverables
1. FoundationMonths 1–6Standards authority; unit definition schema; adjustment rulebook; multi-stakeholder board
2. PilotMonths 7–18NMC Compute Engine; Crosswalk DB; DAVE/CADE integration; Sentinel pilot validation
3. RolloutMonths 19–36All MDAP baselines migrated; FlexFile mandate; quarterly UC-BCK reports
4. Lock-InMonths 37–60Embed in § 4371;[5] update § 4376[8] to require UC-BCK; GAO replay access

Technical Feasibility

All components are TRL 9. DLA's ASSR system demonstrates the approach within DoD: 98% manual work reduction on the Pega platform, processing 250,000–300,000 transactions annually.[35] DAVE is already API-oriented.[11] DFARS 234.71 already requires audit trails.[27] Computation completes in under 1 second per program.

Risk Assessment

Organizational (HIGH): Program managers will resist transparency. Mitigation: pilot with Sentinel post-restructure, where the Air Force has committed to transparency.

Technical (LOW): All proven technology. Mitigation: iterative pilot approach.

Political (MEDIUM): Contractor lobbying against mandates. Mitigation: frame as transparency tool benefiting all parties.

Stakeholder Implications

Congress: Earlier breach detection. Independent verification. GAO: Automated replay; reduced audit cost.[36] Program Managers: Early warning; defensible reporting. Contractors: Clearer unit definitions; formal appeal mechanism. Researchers: Standardized, reproducible cost data for independent analysis.

Conclusion

UC-BCK closes three gaps that have persisted for four decades. It produces a cost accounting architecture that is reproducible (any party can verify any breach determination), auditable (every figure has a source and trail), contestable (disagreements routed through governance, not suppressed), and early-warning (continuous monitoring before breach thresholds). It requires legislative updates aligned with the FY 2006 NDAA framework[6] but no new authorities or systems. Achievable within 5 years.

Acceptance Criteria

UC-BCK must satisfy eight acceptance criteria to close the identified gaps. All remain unmet.

AC-1
Every MDAP has a locked, machine-readable unit definition traceable to an approved pattern.
● UNMET
AC-2
Baseline-to-current mappings stored in structured Crosswalk Database with complete audit trails.
● UNMET
AC-3
PAUC and APUC computed from FlexFile source data via NMC Compute Engine.
● UNMET
AC-4
Every breach determination reproducible via Evidence Ledger replay.
● UNMET
AC-5
Multi-view output generated each reporting period for all programs.
● UNMET
AC-6
Unit definition changes trigger automatic dual-trajectory computation.
● UNMET
AC-7
Contested mappings routed through independent authority; engine produces both views.
● UNMET
AC-8
GAO can replay any historical breach computation using published engine code and ledger export.
● UNMET

Sources

  1. U.S. Department of Defense. "Sentinel Nunn-McCurdy Review Results." July 2024. defense.gov
  2. Gordon, C. "Sentinel ICBM Restructure." Air & Space Forces Magazine. Feb 2026. airandspaceforces.com
  3. "New ICBM Critical Cost & Schedule Overruns." Air & Space Forces Magazine. Jan 2024. airandspaceforces.com
  4. Decker, A. "Sentinel nuclear missiles will need new silos." Defense News. May 2025. defensenews.com
  5. 10 U.S.C. Chapter 325 (§ 4371). Cost Growth—Unit Cost Reports. uscode.house.gov
  6. Axtell et al. "Effect of the Nunn-McCurdy Amendment on Unit Cost Growth." UMD-AM-10-155. digital.library.unt.edu
  7. DAU. "Statutory Program Breach Definitions." dau.edu
  8. 10 U.S.C. § 4376. Breach of critical cost growth threshold. law.cornell.edu
  9. CRS Insight IF13027. "DOD Cost Overruns and the Nunn-McCurdy Act." everycrsreport.com
  10. DAU. "Defense Acquisition Visibility Environment (DAVE)." dau.edu
  11. USD(A&S). "DAVE API Architecture." acq.osd.mil
  12. CAPE. "Cost Assessment Data Enterprise (CADE)." cade.osd.mil
  13. CRS Report R41293. "The Nunn-McCurdy Act." March 2015. everycrsreport.com
  14. USNI News. "Navy's LCS ASW Cancellation Triggers Nunn-McCurdy Breach." May 2022. usni.org
  15. Defense News. "Navy effort to cancel LCS mission package triggers cost breach." May 2022. defensenews.com
  16. GAO-23-106059. "Weapon Systems Annual Assessment." June 2023. gao.gov
  17. GAO-05-182. "Defense Acquisitions: Information for Congress on Performance of Major Programs." March 2005. gao.gov
  18. Cooper, K.G. "The Rework Cycle: Benchmarks for the Project Manager." Project Management Journal 24(1), March 1993. wcu.edu
  19. Ford, D.N. & Sterman, J.D. "The Liar's Club: Concealing Rework in Concurrent Development." Concurrent Engineering 11(3), Sept 2003. researchgate.net
  20. Gansler, J.S. "Acquisition Reform Update." Pentagon Briefing, Jan 1999. Cited in NPS-AM-09-010 (2009). nps.edu
  21. CRS IB87111. "F-22 Raptor Aircraft Program." 2002. everycrsreport.com
  22. Niemi, Lt Col C.J. "The F-22 Acquisition Program." Air & Space Power Journal 26(6), 2012. airuniversity.af.edu
  23. CRS RL32109. "Navy DDG-51 and DDG-1000 Destroyer Programs." 2019. everycrsreport.com
  24. GAO-08-1061T. "Zumwalt-Class Destroyer Program Emblematic of Challenges." 2008. gao.gov
  25. FAS. "Saving Billions on the US Nuclear Deterrent." April 2024. fas.org
  26. Marrow, M. "Sentinel ICBM to clear key review this year." Breaking Defense. Feb 2026. breakingdefense.com
  27. DFARS Subpart 234.71. "Cost and Software Data Reporting." acquisition.gov
  28. Humphreys & Associates. "Cost and Software Data Reporting (CSDR)." humphreys-assoc.com
  29. DI-FNCL-82162. "Cost and Hour Report (FlexFile)." globalspec.com
  30. Humphreys & Associates. "Introduction to CSDR Reporting Requirements." humphreys-assoc.com
  31. MIL-STD-881F. "Work Breakdown Structures for Defense Materiel Items." May 2022. document-center.com
  32. 10 U.S.C. § 3221. CAPE Authority. law.cornell.edu
  33. 10 U.S.C. § 3223. Access to Records and Data. justia.com
  34. 10 U.S.C. § 3227. Cost Analysis Guidance and Procedures. law.cornell.edu
  35. DLA. "DLA automation project cuts manual work by 98%." 2021. dla.mil
  36. GAO-26-108755. "ICBM Modernization Faces Critical Risks." Feb 2026. gao.gov