AI Capability Assessment
A half-day assessment of your existing training against the criteria that matter in an AI-era workforce.
Worth £2,500, but offered for £100 with 100% donated to Shelter charity.
What’s the problem?
Most businesses have placed their bet on AI, but the returns are proving stubborn. The World Economic Forum found that 63% of employers see a shortage of the right skills as the biggest barrier: the judgement calls, the sharper questions, the reading of ambiguous situations. AI cannot make these calls for your people.
The training most organisations are commissioning was never designed to build these capabilities. And the completion data on your dashboard cannot tell you whether they’re being built or not.
How do we solve it?
We evaluate one of your existing training programmes against the criteria that matter in an AI-era workforce: whether it develops judgement, or whether it delivers content AI now produces for free.
You provide the programme. We provide half a day of senior expertise. You receive a written report and a debrief conversation with clear, honest findings, and a picture of what would need to change.
What do we assess?
Six criteria drawn from our published thinking on how professional capability develops:
Practice versus delivery
Capability develops through repeated cycles of doing, observing, and adjusting, not through exposure to content, however well-designed. We assess whether the programme is structured around practice as its core mechanism, or whether practice has been added as a supplement to a content-delivery model.
- How much of the learner’s time is spent doing the thing, versus being told about it?
- Are there enough practice cycles for capability to actually develop, or is one attempt treated as sufficient?
- When learners get something wrong, does the programme structure a second attempt, or does it move on?
Judgement versus information
The capabilities that matter most in professional environments cannot be transmitted as information. We assess whether the programme develops these capabilities directly, or whether it teaches frameworks that describe good judgement without building it.
- Does the programme require learners to make actual decisions under conditions of uncertainty?
- Are the decisions the programme asks learners to make anywhere close to the difficulty of the decisions they’ll face at work?
- When the programme covers judgement-heavy topics, does it develop judgement, or does it explain what good judgement looks like?
Scenarios versus explanation
Realistic situations reveal capability in ways explanation cannot. We assess whether the programme places learners inside situations that mirror the complexity of real work, or whether it explains that complexity from the outside.
- Do the scenarios in the programme reflect the actual complexity, ambiguity, and competing pressures of the work?
- Are learners required to act inside the scenario, or observe and comment on it?
- Do scenarios include the human dynamics that make real situations hard, such as stakeholder tension, incomplete information, time pressure?
Capability versus completion
Completion tells you who showed up. Capability tells you what changed. We assess whether the programme measures the difference between what learners could do before and what they can do after, or whether success is defined by participation.
- What does the programme actually measure, and does that measure track to on-the-job performance?
- Would a learner who completed the programme perform observably differently in front of the work than one who didn’t?
- Are managers ever asked to verify that behaviour has changed, or does measurement stop at the learner’s self-report?
The hidden curriculum
Much of what determines effectiveness in professional environments is never written down: the unwritten rules, the political dynamics, the tacit judgements about when to speak and when to hold back. We assess whether the programme surfaces this hidden curriculum for learners who don’t already have access to it, or whether it assumes people will pick it up somehow.
- Does the programme name and address the tacit knowledge that determines success in this role, or does it stick to the explicit skills?
- Are learners from different backgrounds given equal access to the unwritten rules, or is the programme designed for people who already know them?
- Does the programme create space to examine what’s happening beneath the surface of a situation, not just the surface itself?
AI-era relevance
AI now produces, on demand, most of the declarative knowledge training programmes have traditionally transmitted. Human value is shifting to the capabilities AI cannot replicate. We assess whether the programme is building those capabilities, or optimising for the kind of knowledge AI now gives away.
- If a capable AI were given the same content this programme delivers, could it produce a comparable output?
- Does the programme develop the specifically human capabilities that AI cannot replace, such as contextual judgement, ethical reasoning and holistic problem-solving?
- Would completing this programme make learners more valuable in an AI-augmented workplace, or more replaceable?
The team at Ding were able to take us, in a very professional manner, from an idea throughto scoping it and turning it into concrete actions. They helped us identify the gaps we had in our team, and what we needed to fill them.
Who do we work with?
The assessment is designed for senior business decision-makers whose organisations depend on people making judgement calls that AI cannot make for them.
Chief operating officers, transformation leads, and business unit heads whose AI investment is stalling on the human capabilities the technology cannot replace. Chief executives and managing directors of mid-sized businesses who suspect their training spend is not producing the workforce their strategy requires.
What makes us different?
The assessment is honest by design. If your current programme is doing the work, we will tell you so. If it isn’t, we will describe what closing the gap could look like — and you will be in a position to decide, with better information, what to do next.
There is no predetermined recommendation. The assessment is not a route to a preselected solution.
Sectors that benefit from this assessment

Financial Services
Conduct training, vulnerable customer programmes, complaints handling, and regulatory learning where judgement in the moment determines the outcome.

Legal Services
Client-facing capability, ethical judgement, and the professional adaptability that AI has made more valuable, not less.

Insurance
Claims handling and customer conversations where the completion rate on training tells you nothing about whether people can make the call.

Energy and Utilities
Frontline judgement in safety-critical, customer-facing, and operational contexts where the cost of the wrong call is measured directly.
Benefits of working with Ding

Honest Diagnosis
No predetermined recommendation. We assess what your training is doing, not what we would like it to be doing.

Practice-Focused
We apply six criteria drawn from our published thinking on how professional capability actually develops, applied consistently across every assessment.

Senior Expertise
Half a day of senior Ding time is delivered by senior Ding people. The assessment is done by the same people who would design any programme that followed.
How it works
Step 1: Apply
Complete a short application form telling us about the programme you’d like assessed and the outcome you’re hoping to achieve. Payment of £100 is taken on submission, with 100% donated to Shelter. We respond within three working days.
Step 2: Assessment
You share the training programme and any supporting materials. We spend half a day assessing it against six criteria drawn from our published work on how professional capability actually develops.
Step 3: Findings
You receive a written report scoring your programme against each criterion, followed by a ninety-minute debrief conversation to walk through the findings and answer your questions.
Frequently asked questions
Common questions about our AI capability assessment include:
"Why £100 and not free?"
A free assessment would attract volume rather than intent. We want the assessment to reach decision-makers who are genuinely engaged with the question of whether their training is doing the work. A £100 fee sits below almost every expense threshold and can go on a credit card without procurement, but it filters out casual applications in a way that free cannot.
"Where does the £100 go?
The full £100 is donated to Shelter, the housing and homelessness charity. Nothing is retained by Ding.
"What kind of training programme can be assessed?"
Any workplace training programme where the intended outcome involves people making judgement calls, adapting to situations, or exercising professional capability. This includes leadership development, customer-facing training, conduct and regulatory programmes, and applied technical training. It does not include pure content transfer such as onboarding or systems training, where completion is a legitimate measure.
"What do we need to provide?"
The training materials themselves, including any learner-facing content, facilitator guides, assessment approaches, and success measures currently used. If the programme is delivered live rather than digitally, we ask for a recorded session or observation opportunity. We will confirm exactly what’s needed after you apply.
"What happens after the debrief?"
That is your decision. Some clients use the assessment as evidence to make an internal case for change. Some commission Ding to redesign the programme or build something new. Some conclude their current approach is doing the work and take no further action. The assessment is not a route to a preselected solution.
"How do you handle confidentiality?"
All training materials and assessment findings are treated as confidential. We operate under NDA where required. Findings are not shared beyond the Ding team assessing your programme and the client contact.
Apply for an AI Capability Assessment
Assessments are usually £2,500. We are offering the assessment for £100 with 100% of the fee donated to Shelter, the housing and homelessness charity. The full £100 goes to Shelter. Nothing is retained by Ding.
This is a deliberate offer: we want the assessment to reach decision-makers who are serious about understanding whether their training is doing the work. A £100 fee sits below most expense thresholds and requires no procurement, but it does the qualifying work that free cannot.
To apply, please complete the short form below. Payment is taken on submission. We will respond within three working days.
And you’ll also receive a free copy of our white paper about how of scenario-based learning delivers an AI-ready workforce.
