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Actionable Operational Proposal

Status: ELEVATEDDerived from CFO AI R&D Capitalization & Section 174 Audit

Remediating Misclassified Engineering OpEx & Section 174 Amortization Drag

Calculated Exposure: Typical R&D Misclassification = $800,000 to $3.5M in Disguised Maintenance OpEx. The following operational realization pathways are available based on your parameters.

[EXECUTIVE ADVISORY]ADVISES ON

For: Chief Financial Officers & VPs of Finance

R&D Capital Audit & FinOps Financial Realignment

Retain Richard Ewing to conduct forensic sprint audits, classify genuine innovation vs maintenance, and structure defensible Section 174 capitalization ledgers.

Inquire for CFO R&D Capital Audit ↗

[ENGINEERING RUNTIME]OPERATIONALIZES

For: Finance Directors & Corporate Controllers

Automated Sprint Task Classification with Exogram

Exogram tracks developer and agent commits at the network proxy layer, automatically categorizing code changes into maintenance vs innovation tax buckets.

Explore Exogram Telemetry Ledger ↗

Non-Contamination Invariant: Diagnostic calculations remain strictly mathematical and objective. Operational pathways provide verified implementation and advisory options.