30+ plain-English definitions of every term used in skills matrices, capability frameworks, and training needs analysis. Cite freely; attribution welcome.
The capacity to pick up new skills, tools, or frameworks quickly.
Has emerged as one of the highest-value meta-skills in the AI era because the half-life of any specific tool skill is now around 18 months. Rate honestly; predicts the trajectory of almost every other skill.
Comfort and productivity with the day-to-day generative AI tools the team uses.
One of the 12 AI-era skills we recommend adding to every knowledge-work matrix in 2026.
Presenting a reference price alongside the actual price to shape perception of value.
Used carefully and honestly, anchoring helps decision-makers understand the order of magnitude difference between products. We anchor £199 against enterprise LMS pricing, consultant engagements, and Workday HCM, all valid comparisons.
A rating scale where each level is defined by specific observable behaviours, not adjectives.
The 0-5 capability framework is a BARS, Level 3 is not "competent" but "has completed 100% of training and demonstrated consistent quality and productivity."
The depth of internal capability available to fill key roles if the current incumbents leave.
A skills matrix is the cheapest way to measure bench strength quantitatively. Single-points-of-failure cells flag where bench strength is weakest.
The underlying scoring policy that defines what each rating level means.
The Upleashed 0-5 framework is the canonical example. See the full methodology.
The difference between current capability and target capability, expressed in percentage points or FTE-equivalents.
An organisation-specific, editable version of the capability framework descriptors.
The template ships with the canonical descriptors pre-filled; you customise them to your industry, regulator, and language.
The skill of connecting dots between engineering, product, ops, finance, and customer.
One of the 12 AI-era skills; the layer where senior modern roles increasingly live.
Reading dashboards, spotting bad numbers, asking better questions of the data.
The skill of calling it when the data is not conclusive.
Increasingly required earlier in careers as AI produces more options without producing more certainty.
The capacity to reason about bias, fairness, explainability, and regulatory exposure in AI-assisted decisions.
Documentation supporting a capability-based decision in any employment dispute.
A documented, consistently-applied skills matrix is widely regarded as the strongest evidence base for capability decisions.
See "AI tool fluency".
See "Skills gap analysis".
A technical or task-based skill, learned through training or experience and demonstrated through tangible output.
Examples: SQL query optimisation, financial modelling, TIG welding. Hard skills depreciate when regulations, processes, or technology change. See hard vs soft skills.
A colour-coded visualisation of a skills matrix that highlights strengths and red zones at a glance.
The fastest way to communicate team capability to a non-specialist senior leader.
An HR generalist embedded with a business unit, responsible for connecting HR strategy to operational reality.
The Excel template is most commonly bought by HRBPs and operations managers, in roughly equal proportions.
The degree to which different raters produce the same score for the same person on the same skill.
The 0-5 scale is deliberately coarse to maximise inter-rater reliability; 10-point scales perform worse.
A skill possessed by exactly one person in the team, a single point of failure.
Skills matrices surface these instantly. They are also the highest-priority gap to close in any restructure or holiday-coverage planning.
The HR function responsible for developing team and individual capability.
An integer from 0 to 5 representing capability at a specific skill.
Level 0 = skill not required. Level 5 = strategic ownership. Full descriptors at methodology page.
If a Level-4 skill has not been actively used in 3 months, the rating drops to Level 3 until reconfirmed.
The rule that makes the matrix defensible to regulators in safety-critical industries.
Quantitative views of a skills matrix, averages by team, gap by function, movement quarter on quarter.
A separate performance/potential tool, sometimes confused with a skills matrix.
A nine-box is a 3×3 grid of performance vs potential at the individual level. A skills matrix is a per-skill rating grid at the team level. They complement each other.
The top-level account created by a team leader, HR partner, or business owner before individuals are invited.
Individuals cannot self-register for PulseAI; the organisation account always comes first.
A label (Critical / High / Medium / Low) attached to each skill to communicate its training importance.
Priority is a sort hint for training priorities — it does not multiply the capability score. The only multiplier is the fixed 0–5 proficiency weighting (0=excluded, 1=25%, 2=50%, 3=75%, 4=100%, 5=100%). See the canonical weighting table.
The skill of structuring requests to AI tools to get reliable, accurate output.
The AI-powered, web-and-mobile version of the Skills Matrix Template.
£1 first year for template owners. £199/year thereafter. See pulseai.html.
An auto-generated prioritised list of the next 2-3 skills a person should develop, drawn from their matrix entries.
A skill held by only one person in the team. See "Key-person dependency".
A one-off exercise to capture the current state of skills in a team or organisation.
The matrix is the durable instrument; the audit is the first instance of populating it. After that, you re-rate, not re-audit.
The comparison of current vs target capability per person and per team to surface investment priorities.
A grid mapping people against skills, with a 0-5 rating per cell.
The simplest, most-defensible instrument for making capability visible at team scale.
A behavioural or people-based skill that shapes how someone applies their knowledge and works with others.
Examples: coaching, productive disagreement, decision-making under uncertainty. Soft skills are rateable on the 0-5 framework when the descriptor is anchored in observable behaviour, not personality. The fastest-rising skill category in the AI era; see why soft skills are rising.
A speedometer-style gauge chart showing team capability vs target.
The single most-shared chart from any skills matrix; senior leaders love it because it's one number, one image.
Level 4 on the 0-5 framework. Someone with prolonged experience at consistent quality, ready to train others.
The level a person should reach for a specific skill in their role.
Not every skill needs a Level 5 target. Setting targets honestly (often Level 3 or 4) keeps the matrix realistic.
The process of converting a skills gap into a prioritised training plan.
A populated matrix produces a TNA automatically; this is one of the highest-use outputs of running the template.