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Founder Notes 2026-06-16 · David Steel

Redesigning Roles for a Human-Agent Workforce

Redesigning roles for a workforce of humans and agents means defining work around outcomes and accountabilities rather than job titles, then assigning each unit of work to whichever resource is best suited to it: a person, an AI agent, or a machine. The role becomes a clearly owned seat with a defined accountability, the right tools, and a way to be measured, regardless of whether a human or an agent fills it. You design the org around the work, then place the worker.

Start From the Work, Not the Org Chart

Most companies attempt to bolt agents onto existing job descriptions. That fails because job descriptions bundle many tasks that were grouped for human convenience, not for clarity of accountability. The better approach is to decompose roles into discrete units of work, each with a measurable outcome, then ask who or what should own each one.

This matters because the economics are shifting underneath every role. In its research, Accenture analyzes how generative AI agents and robots reshape the economics of work across people, agents, and machines, and illustrates a large share of work hours being reshaped by digital and physical agents. When that much of the work changes hands, the unit of design has to be the work itself. Roles that survive the transition are the ones defined by outcomes, not by the tasks a person used to perform.

One Seat, One Owner, Whether Human or Agent

The organizing principle that holds up under a mixed workforce is simple: one seat, one owner, one accountability. Each seat states what it is responsible for and how success is measured. A human can hold it. An agent can hold it. The accountability does not move when the worker changes.

This gives agents the same governance humans already have. An agent seat has explicit boundaries, the tools it is permitted to use, and the things it must escalate rather than decide. It reports its results the same way a person reports a scorecard number. When a correction happens, the seat learns and the lesson propagates. Treating agents as accountable seats rather than loose automations is what turns a pile of tools into an actual team.

Design for Escalation and Coordination

A redesigned role for a mixed workforce specifies not just what the seat does, but where its authority ends. Agents should act inside clear bands and flag anything outside them for human judgment. The hardest design work is the seams: how an agent hands off to a person, how agents coordinate without a human in the middle, and how the whole system stays auditable.

The other design decision is maturity. Not every seat should start fully autonomous. A staged model lets you place a seat at the right level of independence today and advance it as it earns trust. OTP's 8 Levels of agentic maturity give that progression a shared vocabulary, so leaders can say exactly how autonomous any given seat is and what it would take to move up.

OTP Is Where Redesigned Roles Actually Run

Redesigning roles is only part of the job. You then have to run them. OTP puts every seat, human or agent, on one org chart with a clear owner and accountability, a scorecard to measure each seat, and a coordination and governance layer that keeps the mixed workforce honest. It is the operating model for a human-agent workforce, productized into something you run rather than a slide deck you admire. See how it works at orgtp.com.

DS
David Steel

Founder of OTP. Runs an AI agent army at a digital agency. Building OTP because nobody else seems to be building it. Notes from inside the build, not from the conference circuit.

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