People Equation
Future Fabric [Org & Talent] TenX Labs [AI] OneNode [Nano-GCC] Composite Workforce Enterprise [CWE]

The operating model for work shared between people and agents.

Companies are managed by role. Work moves by task. CWE redistributes those tasks deliberately across humans and agents — and puts the result in the operating plan.

The composite workforce

Four positions. Every task sits in one of them.

Distribution of 21 tasks
01 Creating AI 2 / 21
02 Above the loop 3 / 21
03 In the loop 10 / 21
04 Below the loop 6 / 21

What changes over time is not the four positions. It is how much work sits in each one.

Most tasks still sit with people, and the agents that already exist were never placed there deliberately.

Who we work with

Four leaders meet in one operating plan.

In most companies the AI programme and the organisation agenda run at different times, on different budgets. From the AOP onward, they run as one journey.

CEO Enterprise direction
CTO The AI programme Agents, data, platform, technology risk
CHRO Organisation & talent Roles, structure, capability, reward
Where they meet AOP Annual operating plan
CFO Plan & economics
CWE journey Being AI-native
Tasks allocated Agents in production Roles and reward redesigned
How it runs

Six moves, either side of the budget.

The order matters — getting the sequence wrong is one of the most common reasons transformation stalls. By the time the operating plan is signed, the numbers come from work already done rather than assumptions.

Before the budget — preparation Operating plan signed After the budget — delivery
01

Find

Identify where AI would make the biggest difference, task by task rather than function by function.

02

Build

Build real capability inside the organisation, so the work does not depend on a vendor staying in the room.

03

Quantify

Establish what the released capacity is actually worth, measured against an agreed baseline.

04

Deploy

Agents enter live workflows, inside limits, with a named person answerable for each one.

05

Redesign

Roles, teams and structures are redesigned around the new distribution of work.

06

Align

Performance and reward change last, once the work and the structure have settled.

What you are left with

Not more AI. A system of work you can operate.

The organisation moves from an unmanaged mix of humans and agents to a deliberate operating system — governed, staffed and measured.

01

The work, redesigned.

Your roles broken into tasks. Each task given to a person or an agent. Every handoff between them written down.

02

Agents in production.

Running inside clear limits, with a named person answerable for each one.

03

One workforce plan.

People and agents in the same capacity plan, with careers and reward that work for a mixed team.

04

A number you can check.

Costs and savings measured against the baseline we agreed at the start.

Work Task allocation Human + agent ownership Governance Workforce planning Measurable economics
Where to start

With one question about your own business.

How much of your wage bill goes on tasks that no longer need a person?

Almost no company can answer this from its own reporting, because the reporting is built around roles and cost centres rather than tasks. Working out the answer is where most of our clients begin.

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