How the model stacks up.
Most organisations already have a way of answering workforce questions: spreadsheets, a consultancy, the HR stack. Honest comparisons of where each one holds up, where it breaks, and where task-level intelligence changes the answer.
Against every alternative.
Each comparison scores both approaches across the criteria that matter, says plainly what the alternative does better, and gives a verdict you can take to your team.
AI Job Predictions
Move beyond scary headlines to actionable task-level intelligence that drives real workforce decisions.
AI Transformation Consulting
Consulting delivers decks. Human Layer Lab delivers living artefacts connected to your Discovery data that update as the AI landscape evolves.
Consulting Firms
Get continuous intelligence that updates in real-time, not static reports that are outdated before the ink dries.
HR Tech Suites
Your HRIS captures what happened. Human Layer Lab shows what is happening and what will happen as AI transforms your workforce.
Manual AI Transformation
Replace ad-hoc spreadsheets and internal guesswork with a platform that continuously maps your workforce against the AI landscape.
Manual Planning
Stop planning with spreadsheets and gut instinct. Get continuous AI-powered intelligence that keeps pace with change.
Six criteria, one pattern.
The detailed pages score each match-up in full, including where the alternatives win. This is the pattern underneath all of them.
| Criterion | Spreadsheets | Consultancies | HR tech | Human Layer Lab |
|---|---|---|---|---|
| Task-level analysis of every role | ||||
| A living model, updated continuously | ||||
| Impact measured in hours of capacity | ||||
| A team in the room, running the change | ||||
| Speed to insight in minutes, not weeks | ||||
| A living asset, not a stale report |
Our assessment, argued in full on each comparison page, including where the alternatives are the right choice.
The usual routes are how most
AI initiatives end up abandoned.
Cited third-party figures. Sources: McKinsey State of AI 2025; S&P Global Market Intelligence 2025; CHRO Association 2026.
The fairest comparison is your own workforce.
Start with Discovery. We baseline your organisation task by task, and you can put the output next to anything a spreadsheet, consultancy or HR platform has given you.