Agent Boss Score

The definitive readiness standard for AI-native work.

AI is changing what it means to be capable at work. The Agent Boss Score measures readiness for a world where AI executes more tasks and humans orchestrate outcomes. Built on research, scored through evidence and benchmarked in context.

  • Research-backed

    Grounded in global skills research and human-AI work.

  • Evidence-led

    Scored through signals, not self-belief.

  • Industry-contextual

    Benchmarked by role, sector and AI maturity.

  • Built to evolve

    Continuously refined as AI-native work changes.

The standard

A new standard for human capability.

Traditional signals do not show who is ready for AI-native work. The Agent Boss Score defines the capabilities people need to lead, manage and create value with AI.

Evidence-based

Beyond job titles

Titles do not prove readiness.

Leadership

Beyond AI tool use

Using AI is not the same as leading with AI.

Verified

Beyond self-assessment

Readiness needs evidence.

Contextual

Beyond generic skills

Capability depends on context.

What it is

Six dimensions. One picture of readiness.

The Agent Boss Score is BossUp's evidence-based assessment for AI-native work. It breaks AI-native readiness into six dimensions and 25 subdimensions - the full shape of what it takes to lead AI agents, not just use them.

AI Literacy

Tool use, prompt quality, experimentation and knowing where AI's limits really are.

Management Capability

Delegating to and coordinating humans and AI agents - from supervising people to orchestrating hybrid systems.

Strategic Thinking

Making decisions, shaping direction and spotting where AI actually creates value.

Domain Expertise

The deep knowledge that lets you validate, interpret and apply what AI produces.

Personality Profile

The behavioural traits - openness, discipline, resilience - that shape how you work with AI.

Communication Style

Clear communication with people and AI alike: prompt clarity, translation, stakeholder alignment.

It is not how much AI you use. It is how well you lead it.

Research-backed framework

Grounded in world-class research.

The Agent Boss Score is grounded in recognised global skills frameworks and informed by emerging research into human + AI work. BossUp adapts this foundation into six readiness dimensions for the Agent Boss economy.

Grounded in global research

Built on the WEF skills taxonomy, MIT research into human + AI work and dozens of cutting-edge studies on how people and agents collaborate.

Industry-specific context

Adjusted by sector relevance, AI maturity and the different ways AI is changing work across industries.

Continuous calibration

The framework evolves as AI-native work, roles and workplace evidence change.

Evidence-based scoring

Measured through evidence, context and confidence.

The Agent Boss Score builds a readiness baseline from professional signals, evidence quality, role context and industry benchmarks - the evidence behind your AI-Readiness Passport.

01

Capture signals

Profile, CV, experience and verified inputs.

02

Apply the framework

Six dimensions of Agent Boss capability.

03

Add context

Role, industry, seniority and AI maturity.

04

Assess evidence

Stronger proof creates stronger confidence.

05

Generate insight

Score, gaps, benchmarks and next steps.

The readiness baseline

A score you can act on.

ABS gives people and organisations a clear baseline for AI-native readiness. Not just a number. A standard, a breakdown and a direction.

Overall score

One clear readiness signal.

Dimension breakdown

See strengths and gaps.

Evidence confidence

Know how well-evidenced the score is.

Benchmark context

Compare against relevant peers and markets.

Development priorities

Know what to build next.

One standard

For people, teams and organisations.

The same standard creates value at every level. Individuals get clarity. Organisations get workforce intelligence. Partners get a trusted readiness signal.

The readiness gap

Access to AI is solved. Readiness is the missing layer.

Access to AI is solved. Readiness is the missing layer.

McKinsey + PwC
78%of organisations now use AI in at least one function (McKinsey)
1%of executives call their gen AI rollouts mature (McKinsey)
66%faster skill change in the most AI-exposed roles (PwC)

Proof, from both sides

One score. Two kinds of relief.

Everyone has an opinion on AI. Now you have proof.

The readiness standard for AI-native work is free to start. Get your AI-Readiness Passport in about 15 minutes - your Agent Boss Score is the first signal - or benchmark your whole workforce against it.