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Workforce analytics

Report on Capability, Not Course Completions

Most learning dashboards measure activity: enrolments, hours consumed, completion percentages. None of them answer the question a board actually asks, which is whether this organization can do things next year that it cannot do today.

Talk to Our Enterprise Team Enterprise overview

Workforce capability — Engineering, 312 people

Roles covered
9
Critical gaps
4
Role ready
61%
  • Cloud infrastructure Concentrated in 3 people
  • Automated testing Improving, 2 quarters
  • Code review Meets requirement

Illustrative dashboard. Not customer data.

What this actually means

Four questions, and activity data answers none of them

Completion rates are easy to collect, which is why they dominate learning reporting, and they describe effort rather than capability. These are the questions a workforce dashboard has to be able to answer instead.

  • Question 01

    What can this organization actually do?

    A live inventory of measured skills and levels across the workforce, rather than a headcount by job title and an assumption that the title implies the capability.

  • Question 02

    Where is that capability concentrated?

    How many people hold a critical skill at the required level. A capability held by three people in a company of three hundred is a dependency, and it does not show up on any completion report.

  • Question 03

    Are we ready for next year's plan?

    Role readiness measured against the standards the plan requires rather than the standards the current work requires, so a capability shortfall surfaces while there is still time to hire or build.

  • Question 04

    Did the learning spend change anything?

    Levels re-measured after development, compared against where they started. This is the only one of the four that needs two measurements, and it is the one most often skipped.

The metrics

What each number is made of

A metric nobody can define is a metric nobody defends in a leadership meeting. These four carry most of the weight, and each one is computed from assessment evidence rather than from activity.

Capability coverage

For a given skill, how many people hold it at or above a stated level. Reported with the population attached, because eight people out of twelve and eight out of four hundred are different organizations.

Role readiness

The share of a role's required skills that a person meets at level. Aggregated to a team, it says how much of the role standard the team collectively satisfies, which is a more useful planning number than an average.

Concentration

How few people a critical capability depends on. This is the metric that turns a skills inventory into a risk register, and it is invisible to any report built on averages.

Movement

The change in measured level on the same skill between two points in time. Without it, an inventory is a photograph; with it, the learning investment has something to be judged against.

What these numbers are not is a productivity monitor. They describe capability against defined standards; they do not track activity, time at a desk, or anything resembling individual surveillance, and there is no composite employee score. How access and data scope work.

The views

The same data, cut for the decision being made

A CHRO planning next year and a team lead preparing a one-to-one need different answers from one set of records. Each role sees the cut that matches what they are accountable for, and nothing beyond it.

  • CHRO

    Across the organization

    Capability coverage and readiness by function, with the concentration risks and the gaps that the coming year's plan depends on.

  • L&D

    Programme effect

    Before-and-after levels for the skills a programme targeted, so the review is about movement rather than attendance and satisfaction scores.

  • Manager

    My team

    Where each person stands against their role standard, what is in progress, and which gap is worth the next development conversation.

  • Business leader

    Can we staff this?

    Readiness for a specific initiative measured against the roles it needs, rather than an assurance that the training budget was spent.

  • Talent acquisition

    Build or buy

    Which gaps are close enough to close internally and which need hiring, based on the size and spread of the gap instead of instinct.

  • Employee

    Where I stand

    Their own measured profile, what the next level would require, and which internal roles their current skills are closest to.

Every one of these views is computed from the same measured levels, which is what stops two departments arriving at a meeting with two different numbers. See how a gap is calculated.

Questions

What HR and L&D teams ask

How is this different from the reports our HRMS or LMS already produces?

An HRMS reports on people and positions; an LMS reports on activity and completions. Both are accurate about what they measure, and neither measures capability. This layer sits on assessment evidence, so its unit is a skill at a level rather than a course someone finished, and that is what makes readiness and movement computable.

Can managers see individual employees' skill levels?

A manager sees the measured levels of the people who report to them, against the standards for their roles. They do not see other teams, and there is no organization-wide ranking of individuals. Aggregate views above team level are reported as populations rather than named lists, because the decisions at that level are about capability, not about people.

We have not measured anyone's skills yet. Where does the data come from?

From assessment, over time, and it is worth being honest that this is the real cost of the approach. Most organizations start with one job family, define its role standards, measure that population, and have a usable dashboard for it within a quarter. An inventory built by asking everyone to rate themselves can be assembled in a fortnight and is not worth reporting on.

Can we prove return on investment for learning with this?

You can prove that measured capability changed, which is a stronger claim than most learning functions can make and a weaker one than attributing a business result to a training programme. Movement on a targeted skill, measured before and after, is defensible. Connecting that to revenue involves assumptions the platform cannot make for you, and we would rather say so.

Start with one function and one set of roles

Pick the part of the organization where a capability question is currently being answered by opinion. We will show you what measuring it involves and what the dashboard would say at the end of a quarter.

Talk to Our Enterprise Team How levels are established

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