Maturity · Employee engagement and quality of work life
Your teams’ engagement, measured theme by theme and turned into an action plan.
10 themes, a 5-level scale. And the action that moves each level to the next.
The framework’s 10 themes, already written from L1 to L5. One company, one business unit, or 300 at once.
Maturity · Employee engagement and quality of work life
10 themes, 5-level scale.
Nordhavn Industries
53 / 100
They measure their maturity with Datamensio
An example
This could be your situation.
Take one company as an example: three sites, three spreadsheets, no shared answer.
Nobody can consolidate.
Nordhavn Industries, 2,400 people in Hamburg, Lyon and Porto. A client asks where the group stands. Each site answers in its own spreadsheet, with its own scales.
Three weeks, a single base.
One Datamensio maturity framework, engagement and quality of work life assessment launched across all three sites at once, from the managers’ interview notes. The framework was already written, its 10 themes and levels L1 to L5 too.
Two costs avoided before being committed.
A score of 53 out of 100, with the gap concentrated on three themes. The AI companion spotted that two actions duplicated those of another audit. The committee report took one sentence to request.
What it saved them
- 3sites measured on the same base, instead of three questionnaires to reconcile
- 2duplicate actions caught before the spend
- 1committee report, with no manual rework
These figures are an example. They could be yours.
The standard imposes processes. Datamensio says where you stand.
01
The framework is already written
Themes, questions and levels L1 to L5, all written. You do not start from an empty spreadsheet.
02
The score lands the same day
Online, by self-assessment link or in interview. Theme by theme, comparable over time.
03
The gap becomes a costed plan
Every step up carries its action. The AI prioritises on expected effect, not on the order of the standard.
04
Progress can be demonstrated
Campaign after campaign, against your target and against your own past. That is what your board asks for.
The maturity scale
One level, the next, and the action that links the two.
This mechanism, a level, a level above it, and the action that connects the two, is what turns an observation into a trajectory.
Is workload discussed and regulated with teams?
- N1
No structured discussion of workload. Overload is only noticed after the fact, often through sick leave or resignation.
- N2
The subject comes up at the annual review or when an employee raises it. No shared rule, handling depends on the manager.
- N3
Workload is a standing item at team meetings. Priority trade-offs are set out in writing and employees have a known channel to raise concerns.
- N4
Workload is estimated ahead of every project, tracked through shared indicators, and deprioritisation decisions are recorded and owned at management level.
- N5
Workload data feeds into headcount and project portfolio decisions. Regulation rules are reviewed periodically in light of lessons learned.
Action to move from L2 to L3
Add a workload and priorities item to the weekly team meeting agenda, with a written list of agreed priorities, and communicate to teams the channel to use if they are overloaded.
« With Datamensio, we meet our objectives far more efficiently. The ERDF inspection services and our supervising ministry particularly appreciated an approach that gives them reliable data. »
Director, CCI 94CCI Île-de-France
« We believe this is the most suitable solution to scale our transformation project and measure impact according to our needs. »
Maja SucekChief Operating Officer, Interreg Danube
Rarely on its own
Frameworks combine. Put several together to cover your business, or have the AI write yours.
Take your first measurement
What this framework covers
This framework assesses an organisation’s practices across two linked but distinct dimensions: engagement, meaning employees’ lasting involvement in their work and their commitment to the collective project, and quality of work life, meaning the conditions under which work is actually carried out. It covers work organisation, front-line management quality, workload and autonomy, recognition, skills development, social dialogue, work life balance and hybrid working. Each theme is assessed on observable practices, not stated intentions.
The subject is hard to steer because it is often measured with a single instrument: the annual engagement survey. It produces an index, rarely a trajectory. The practical questions remain open. Who acts on the survey results, and how far: a plan per department, or a slide in a committee meeting? Do front-line managers have real latitude over how their team’s work is organised, or just a wellbeing narrative? Is workload discussed before projects start, or only noted after the fact?
One common confusion is worth clearing up: quality of work life is not a catalogue of perks. A gym, a concierge service and fruit baskets sit at the margins of what the concept has always been about, at its core: the content of the work, its load, its meaning, the autonomy to shape how it gets done and the ability to speak up about it. An organisation can offer a generous package of perks and still score low on maturity for work organisation. The reverse is also true.
A maturity assessment answers a different question from an engagement barometer. A barometer measures perception at a given moment and leaves interpretation open. An assessment places each practice on a progressive scale, then names the action that moves it up a level. The score by theme shows where the organisation is strong and where it is not. The gap against the target generates the action plan, which the AI groups into a roadmap prioritised by effort and by impact on the score.
The framework is ready to use and adapts to your context. You add your own themes, reword the questions, adjust the levels: the AI refines the wording following the CMMI method. It can also build a tailored version from your own documents, a quality of work life agreement, a remote working charter or survey results, so the assessment speaks to how work actually happens in your organisation.
Reference standard: Datamensio maturity framework, engagement and quality of work life
The themes assessed
Work organisation and content
Clarity of roles, real autonomy, quality of processes and tools, handling of day to day irritants, discussion of actual work practices.
Workload and regulation
Anticipating workload in projects, alert and arbitration mechanisms, managing peaks, tracking hours and untaken leave.
Front-line management
Selection and training of managers, frequency and quality of one-to-ones, decision-making latitude granted, support for managers themselves.
Recognition and reward
Recognition criteria, perceived fairness of pay decisions, valuing collective contributions, transparency of pay scales and progression rules.
Skills development and career paths
Access to training by staff category, professional review interviews, internal mobility, clarity of career paths and prospects.
Health, safety and psychosocial risk prevention
Identification of risk factors, alignment with the risk assessment document, listening arrangements, handling individual situations, monitoring indicators.
Listening, expression and social dialogue
Arrangements for gathering feedback, reporting results back to teams, role of representative bodies, follow-up on commitments made.
Hybrid working and work life balance
Remote working rules and how they are applied, right to disconnect, equipment and workspaces, fairness between eligible and non-eligible roles.
Inclusion and fair treatment
Prevention of discrimination, accessibility of roles, handling of reported concerns, representation in bodies and promotions.
Steering and continuous improvement
Indicators tracked and their reliability, governance of the subject, comparison across entities and over time, periodic review of action plans.
A short version of the framework is available for the online self-assessment.
Frequently asked questions
Does this assessment replace our engagement survey?
No, it complements it. The survey measures perception at scale, the assessment evaluates the practices that produce that perception and places them on a maturity scale. Your survey results can in fact be used as input for some themes.
Is this a certifying framework?
No. There is no certifying body and no binding requirement behind this framework. It is a tool for steering social transformation: it measures where the organisation stands, where it wants to go, and what gets it there.
Who should complete the assessment?
The questions cover organisational and management practices, not individual feelings. An HR department, a quality of work life manager or a site director can answer them. Collaborative mode lets you assign each theme to the right contributor, for example psychosocial risk prevention to the prevention officer.
How long does the assessment take?
The short version can be completed in a single working session. The full version, in collaborative mode with several contributors, usually spans one to two weeks, most of the time being spent gathering input from the entities involved.
Can we compare our entities with each other?
Yes. The same framework applied across several business units produces comparable scores, theme by theme, and a cross-entity roadmap that consolidates the assessments. You can also compare your organisation against its own past, campaign after campaign.
Can the framework be adapted to our context?
Yes. You can edit the questions and levels, add your own themes or start from a blank base. The AI refines the wording following the CMMI method and can build a tailored version from your agreements and internal documents.
How do you go from score to action?
You set a target for each theme. The gap between the score and the target generates the action plan, which the AI groups into a prioritised roadmap. The service catalogue offers a solution for each item in the plan, with its cost, timeframe and impact on the score.
Where is the data hosted?
In France, with OVH, backed up with Scaleway. No transfer outside the European Union. The AI models used can be selected, including from European providers.