Cognitive Labor Value Calculator

What Is Your Team's Knowledge Work Actually Worth?

Most automation ROI models stop at cost savings. This one doesn't. Model the business value your team currently generates across execution, judgment, and strategic work — then see exactly what a cognitive labor investment returns when that time is redirected upward.

Model the Value

50%

of knowledge worker time is typically in execution-layer tasks — rule-following work that automation can largely cover

2–15×

value-to-cost ratio difference between execution work and strategic work — the gap automation exploits

Same salary.

The investment doesn't cut pay — it restructures what each person's time is spent generating

Model Your Numbers

Describe the role, its current time allocation, and your automation investment. The model runs in real time.

1 Inputs

2 Your Email

3 Your Report

4 Book Session

Role description

This helps us tailor the assessment. Pre-populated from your link if available.

1 The Role

Number of people in this role 5

1 50

Fully loaded annual cost per person $140k

$60k $350k

Include salary, benefits, overhead, and management — typically 1.3–1.7× base salary.

How They Currently Spend Their Time

Execution = routine, rule-following processing. Judgment = ambiguous decisions requiring expertise. Strategic = relationships, aggregate patterns, systemic thinking.

Execution 50% Judgment 35% Strategic 15%

Execution layer — % of time 50%

5% 85%

Routine tasks that follow established rules: report assembly, data pulls, standard processing, compliance checks.

Judgment layer — % of time 35%

5% 85%

Ambiguous decisions requiring expertise: exception handling, complex accounts, interpreting conflicting signals.

Strategic layer — auto-calculated 15% = 100% minus Execution and Judgment

The Automation Investment

% of execution layer that automation will cover 70%

20% 90%

The fraction of execution-layer tasks that a cognitive labor workflow reliably handles. Non-routine judgment and strategic work are explicitly excluded.

How freed time is redirected 50 / 50

All to Judgment All to Strategic

Freed time typically goes to a mix of more complex case handling (judgment) and relationship/portfolio work (strategic). Both directions increase value; strategic delivers higher per-unit return.

Annual automation investment (total, all people) $50k

$10k/year $500k/year

Include licensing, deployment, management, and ongoing support. This is the total for all people in the role — not per person.

Cognitive Labor Assessment Report

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Incremental business value generated

—

Annual value gain from redirecting freed time to higher-leverage work — same team, same salaries

Value increase

—

more value from the same labor cost

ROI on investment
—
value gain per dollar spent on automation

Net annual benefit

—

after deducting full automation cost

Payback period

—

months to recover investment cost

How the Role Transforms

Before automation

After automation

Layer	Time Before	Time After	Value Before	Value After

A free 90-minute working session where we map your role, score workflow candidates, and close with a prototype offer.

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About this model

This calculator implements the three-layer cognitive labor value model: V = C_L × (E × p_E + J × p_J + S × p_S), where p_E = 1× (execution), p_J is your judgment multiplier (default 3×, range 2–8×), and p_S is your strategic multiplier (default 7×, range 5–15×). These multipliers are conservative planning-level estimates grounded in the task-based labor economics literature (Autor, Levy & Murnane 2003; Acemoglu & Restrepo 2019) — they represent the lower end of what role-level analysis typically supports, chosen so that the business case is stronger in practice than the model predicts. Value productivity ratios vary by industry, role seniority, and decision stakes — the "Adjust model assumptions" toggle lets you calibrate to your context. These numbers are directional floor estimates, not guarantees. The custom analysis conversation is where we validate scope, infrastructure readiness, and deployment plan against your specific operating model.

Why the same labor cost generates more value post-automation

Not all work is valued equally

Execution-layer work returns roughly what it costs. Judgment and strategic work returns multiples of its cost — because that's where expertise, relationships, and portfolio outcomes live.

Freed time migrates upward

Automating execution tasks doesn't eliminate the person — it restructures how their time is used. Hours shift from commodity processing toward complex decisions and strategic output. The role elevates.

Compensation doesn't change

History shows workers whose tools improve don't take pay cuts — capacity expands, complexity increases, and the role grows more valuable. This is what happened when spreadsheets arrived. It's what's happening now.

The investment cost is small relative to the value gap

The ROI on cognitive labor automation is primarily driven by the value differential between layers, not the cost of the tool. Execution labor is cheap to automate and expensive to leave in place when judgment and strategic capacity is sitting idle.

Ready to go deeper? Book your Cognitive Labor Assessment Session.

A facilitated 90-minute working session where we map your roles, score the top workflow candidates, and close with a concrete prototype offer and a shareable one-page summary.

Learn How It Works