One assessment reads every role in your organisation and hands you the map. It shows which tasks AI can take over, where it amplifies your people, and who to develop first — built from your own job descriptions, with Pulsifi.
ARIA assesses roles and work. It is not an assessment of individual employees’ AI readiness.
No two roles adopt AI the same way. The AI Risk Impact Assessment Framework (ARIA), built on validated data from 2,000+ roles, gives you the roadmap for every role in your organisation. The engine.
The ARIA framework turns those scores into a clear map of your team, and AZEO’s DREAM™ System turns that map into a holistic learning and development plan for every employee. The lens.
ARIA analyses work at task level to show where AI is most likely to automate work, where it can amplify human contribution and how roles may need to evolve.
Different roles require different responses. Some may need new tools, others role redesign, reskilling or redeployment planning.
Identify where AI can produce meaningful efficiency or improve the quality and scope of human work.
Surface roles with high automation exposure before structural change occurs without a deliberate plan.
Identify the skills required when tasks, workflows and decision responsibilities change.
→ Which roles offer the strongest augmentation return — and which benefit most from working alongside AI?
→ Which roles require workflow or job redesign?
→ Where is reskilling likely to be sufficient?
→ Which roles need greater judgement, exception management or AI-output review?
Six steps take you from the job descriptions you already have to a sequenced plan for every role — here’s exactly how it works.
STEP 1 · THE INPUT
Submit your organisation’s profile, job description for every role, and number of employees for each role. No lengthy staff survey. No months of consultant interviews.
STEP 2 · THE ENGINE
Built on a database of 2,000+ roles, Pulsifi’s engine decomposes each of your organisation’s roles into its core tasks. It then scores them to show where AI can automate the most & where AI can improve productivity. Personalised to your organisation, not a generic industry benchmark.
STEP 3 · THE MAP
Automation on one axis, augmentation on the other. Nine cells — from Transform and Accelerate down to Maintain and Monitor. In one view you see which roles need redesign now, which quietly hold your biggest upside, and which to leave alone. Plus your top 5 roles by exposure, ranked, for immediate prioritisation.
STEP 4 · THE GAP
For every cell your roles fall into, three things: the potential you can capture, the blind spots that quietly cost you, and the next steps for the next 12 months. This is where most organisations discover the risk isn’t what they assumed.
STEP 5 · THE RECOMMENDATIONS
Which skills to build and in whom. Which roles to redesign and how. Plus the emerging skills required across all your roles — so you invest in the right capabilities.
STEP 6 · THE OUTCOME
You will walk away knowing how tasks are expected to change, and identify the skills required in the future state of the organisation. This will translate directly into what must be developed, shifted or strengthened for successful role transformation.
✓ A role-by-role map of your entire organisation.
Which parts of work are most exposed to AI automation — named role by named role, not department by department.
✓ Where AI can actually enhance productivity.
The upside, not just the risk. Which roles get amplified, and by how much.
✓ Your blind spots, and your first three moves.
The potential you can capture, the risks hiding in “low priority” roles, and your top 5 roles ranked for immediate action.
✓ A plan for a future-ready workforce.
Job redesign and capability development — which skills to build, in whom, and in what order.
× AI tool recommendations.
No vendor list, no subscriptions to buy. Tools change every quarter; your role structure doesn’t.
× A prompting workshop.
This isn’t “how to use ChatGPT.” Your team can learn that anywhere.
× Generic industry trend reports.
Every insight comes from your own job descriptions — not a benchmark of companies that aren’t yours.
× Predictions about whose job disappears.
The question isn’t whether roles get replaced. It’s how they evolve and who’s ready to evolve with them.
CEO of AZEO
Architect of the DREAM System — AZEO’s end to end people development framework.
Co-Founder & CEO of Pulsifi
Built the AI talent-intelligence engine & Pulsifi Talent Intelligence Platform trusted by Nestlé, KPMG, Heineken & more.
One built the engine. One builds the people.
You’ve approved the AI spend, and you’re still waiting to see it in the numbers.
You’re being asked which roles to develop, and you don’t have data to answer with.
You’ve rolled out the tools. Now you need the workforce plan behind them.
You own headcount, productivity and cost, and you need to know which roles change first.
…and no framework to do it with.
One assessment that turns your workforce into a clear, role-by-role transformation plan you can act on.
What the assessment includes
HRD Corp claimable — if your company pays the levy, the development programmes that follow the assessment can be claimed against your levy.
HRD Corp claimable training
★ 4.9 from 377 Google reviews · 110,608 professionals trained since 2017
An AZEO × Pulsifi assessment