Strategy & Direction · master area

Financial Translation

VRI, rework multiplier, discovery billing — the layer that turns chain artifacts into language leadership and clients can use. Hours saved become revenue. Cycles produced become cost. The chain's economics, made legible.

Owners: PO, Leadership Phase it lives in: Why We Build → After We Build The corpus principle this enacts: The chain is the infrastructure that makes trust computable.

Where it lives in the chain

• After We Build · The Portfolio · the financial translation — the canon

The three instruments

1. VRI (Value Realization Index) — fraction of predicted value that actually reached the person.

VRI = measured_value / predicted_value

A VRI of 0.8 means 80% of the intended change happened. A VRI of 0.3 means 30% of what was promised — and invoiced for 100%. VRI is the chain's financial conscience.

2. Rework multiplier — cost of fixing a problem at the level it surfaces vs the level it originated.

• Caught at amigos: 1×
• Caught at code review: 2×
• Caught at QA: 5×
• Caught in production: 10–50×
• Caught at a client renewal conversation: incalculable

3. Discovery billing — the team's discipline of pricing discovery work explicitly, not folding it into "estimates."

Discovery has a cost (PO + Designer time + travel to observe + the client's time being witnessed) and a value (a brief that prevents observation-mismatch bugs that would cost 10× more to fix). The discipline: price discovery on the invoice. Make the trade-off visible.

How to do this

• VRI per initiative — computed at the signal reading; trended at quarterly portfolio review.
• Rework attribution — every bug filed names which chain level produced it; the rework cost is summed by level. "This quarter, we paid 240 hours of rework that originated at Discovery."
• Discovery line item — invoices show discovery, shaping, building, and operating as distinct lines. Clients learn what each costs and what each prevents.

What good practice looks like

A team's quarterly portfolio review opens with three financial reads:

• VRI trend — "This quarter: 0.71 across all initiatives. Last quarter: 0.62. Improving."
• Rework concentration — "35% of rework traces to Discovery this quarter; was 50% last quarter."
• Discovery ROI — "For every hour billed to discovery, we prevented an estimated 8 hours of rework. Run rate: 800-hour saving against 100-hour spend."

That is the chain made economic — and the language the client and the board can both engage with. A team that doesn't translate produces excellent work that leadership cannot defend at budget time. The translation is what keeps the chain funded.

Related crafts

• Value Declaration — the numerator
• Technical Debt Management — where deferred translation accumulates
• Quarterly Portfolio Review — where translation is read