Displaying benchmark enterprise portfolio baseline. Complete diagnostics (PDI, AUEB, APER) to calibrate to your exact numbers.

Consolidated Capital Exposure Matrix

Fiscal Health: Critical Insolvency Alert

Total Annual Capital Bleed

$2.91M

PDI Waste + Token COGS + Coordination Tax

Blended Insolvency Horizon

Q3 2027

100% R&D maintenance lock date

AI Feature Gross Margin

41.5%

Net of multi-agent token billing

Composite Solvency Health

44 / 100

Blended R&D capitalization index

VP of Engineering / CTO Desk

Product Debt Index (PDI)48 / 100

Annual maintenance debt waste: $1.45M. Non-value work currently consumes 52% of backlog bandwidth.

Agent Router & FinOps Overrun$221K / yr

Frontier model context compounding across autonomous multi-agent hops without edge semantic classification.

CFO / Director of Finance

AI Unit Economics Benchmark (AUEB)41.5% Margin

Direct API spend of $25K/mo threatens subscription profitability as usage scales.

Revenue Multiple (APER)2.10x Multiple

Coordination tax drains 22.5% of engineering payroll into alignment and review friction.

CISO / Infosec Desk

Model Context Protocol (MCP) AuditActive Assessment

Evaluates prompt injection vulnerability, dynamic schema poisoning, and un-sandboxed STDIO transport risks.

Private Equity & Deal Teams

Technical Debt DiligenceInvestment Ready

Forensic code audit converting hidden tech debt into deal valuation discount currency before close.

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Richard Ewing: AI Economist & Capital Auditor