The AI Reproducibility Index

TZC-AIR
Rebuild cost, measured from the code.

TZC-AIR measures what it would cost to rebuild this software today, with AI-assisted development — from the code itself, at any point in a deal, from first look to exit.

For the investment committee

The replacement-cost question every IC asks — answered

What would it cost a competent competitor — or the target itself — to rebuild this software from scratch today, with AI-assisted development? No standard technical due diligence resolves it. TZC-AIR does: a defensible effort-and-cost estimate with its confidence band, measured from the code.

How it works

ON THE TARGET’S PREMISES Scanner runs in the repository Derived metadata only your repository never leaves THREE INDEPENDENT ESTIMATES 1Weighted code volume2Development history3Code structure RECONCILED One figure with a confidence band low · central · high

Metadata leaves the premises — your source does not. Three independent estimates are reconciled into one figure with a band; where they disagree, the band widens and the report says so.

The code stays where it is

A scanner runs on the target’s premises and uploads derived metadata, with identifiers hashed. Your source tree is not copied out.[1]

Three independent estimators, one figure

Three independent estimators — complexity-weighted code volume on a Brooks/COCOMO lineage, effort inferred from development-history patterns, and the semantic structure of the code — run separately, then reconciled with outliers penalised and their divergence turned into the confidence band.

Assumptions are stated, not hidden

The AI-productivity assumption is printed on every report, with how the result moves if you assume differently. Calibration is versioned; every change is logged.

Scope you can check

Third-party code, generated and build output, documentation and data files are excluded from the rebuild scope — by location, by content type and by lookup against a knowledge base of 30+ billion file hashes. The excluded share is shown.

Technology, not market

TZC-AIR measures one thing precisely: what it would cost to rebuild the technology. It is not a market valuation, and not a guarantee of business success. It prices the code — not the customer relationships, the brand or the market position that turn working software into a business.

Where it fits

Pre-term sheetRed-flag reviewAlongside a full technical DDExit preparationPortfolio look-back

One scan on a developer machine with Git access. No change to the deal timeline.

Built on hundreds of technical due diligences, two scanners with more than ten years in production, and a code knowledge base of 30+ billion file hashes.

[1]  The exact content of the transferred metadata is open to your inspection throughout the engagement.