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Workforce Engineering plays

The practical playbook for treating your workforce as a system you can instrument, model, optimise and improve.

Workforce Engineering is the practice of deliberately designing, measuring and optimising how an organisation deploys its labour — human and AI — to produce outcomes. These plays are the practical guides for doing it. Each one covers a specific discipline: the job, why it matters, what good looks like, and how to actually do it.

Six Practices

The plays are organised around six core practices

Measure

Instrument the workforce. Who is working on what, at what cost, toward which outcomes? This is the foundation. Without it, everything else is estimation.

Attribute

Connect effort to outcomes at the project level. Attribution is what turns data into accountability.

Optimise

Make active decisions from the data. Reallocate capacity where it's needed. Cut spend where it isn't generating returns.

Forecast

Model the impact of hiring decisions, team changes and AI investment before you make them, not explain the consequences after.

Improve

Treat it as an iterative discipline, not a quarterly event. The plan you build in January is wrong by February.

Recover

Capture the full financial value of labour already deployed. Good Workforce Engineering pays for itself.

The plays

Each play covers a discipline — the job, why it matters, what good looks like, and how to actually do it.

Put Workforce Engineering into practice

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