Financial intelligence for workforce capital
What does your revenue actually depend on?
The spreadsheet shows what people cost. LEON shows what they enable, so an AI programme, a restructuring or a vendor decision is priced on what it protects and exposes, not only on what it removes.
The contradiction
“Our people are our greatest asset.”
Then the spreadsheet arrives. People become headcount, cost, utilization. Technology becomes investment. The work that connects them disappears from view.
The ledger sees
- Labour costs
- Technology spend
- Revenue
- Headcount
- Productivity
The ledger cannot see
- What revenue depends on a role, skill or deliverable
- What capability disappears when it leaves
- What AI replaces, and what new capacity it creates
- Whether the transformation created value
We have been here before. Sort of.
Transformation without attribution.
The technology is moving. The capital is moving. The workforce is changing. Attribution has not kept pace, and the gap is widest where investment is followed by restructuring.
- $1Tsource 1in global AI investment forecast for 2026
- $1.8Tsource 1invested in AI since 2022 by the end of this year
- 21%source 2of finance leaders with AI fully deployed report measurable ROI
- 80%source 3of organisations deploying autonomous capabilities cut headcount, with no better returns than those that did not
A layoff is not a return. A technology investment appears as an investment, a worker as a cost line. When the worker disappears the saving is visible at once. What is less visible is everything that worker enabled.
1 Goldman Sachs Research, Aug 20262 Deloitte, 20263 Gartner, May 2026. Selected sources are listed in full in the white paper.
The method
Companies are economies too.
For fifty years economists have measured how industries, jobs and spending contribute to GDP with Wassily Leontief’s input-output tables. LEON applies the same discipline inside the company: how skills, capabilities and dependencies contribute to revenue.
- Industriesinputs
- Jobsinputs
- Spendingflows
- GDPoutput
- Skillsinputs
- Capabilitiesinputs
- Dependenciesflows
- Revenueoutput
The decisions
Capital is moving. Understanding is not.
Every one of these decisions moves money this year. Almost none of them is priced on the economic activity that depends on the work being changed.
| Decision | Capital moving? | Economic impact understood? |
|---|---|---|
| AI investment | Yes | No |
| Automation | Yes | No |
| Restructuring | Yes | No |
| Vendor and SaaS spend | Yes | No |
| Workforce redesign | ||
| Workforce redesign: Headcount reduction | Yes | No |
| Workforce redesign: Upskilling | Yes | Partly |
| Workforce redesign: New role creation | Yes | Partly |
Illustrative decision environment, from the LEON pitch deck.
Meet LEON
One model of the enterprise. Three decisions it informs.
Named for Wassily Leontief. Built as the dependency model of your company, then read three ways.
- 01
Corporate Impact Assessment
Workforce, organisational and financial data brought into one dependency model, so a restructuring, an AI programme or a vendor decision is priced on what it protects and exposes.
- 02
Scenario modelling and forecast
Substitution, redeployment and investment scenarios side by side, with the capacity each frees and the revenue each touches. The forecast and the what-if are two views of the same model.
- 03
Economic Impact Assessment
The same input-output discipline applied outward: what a programme, a site or a policy contributes to regional output, employment and public revenue, on published statistical multipliers.
Revenue. EBITDA. Growth. Return.