The Adaptive Coherence Index

Your strategy is sound.
Will your organisation sustain it?

Most transformations don't fail on strategy — they fail when strategy, HR systems, and what people can actually sustain drift apart. ACI measures that drift, across all three levels, before it becomes performance erosion.

Strategy · macroHR systems · mesoWorkforce · micro
Cross-level drift, made visible · this is what ACI measures
Theoretical basisPeer-reviewed · Strategic Change (Wiley), 2026
DesignMulti-rater · leadership, HR & workforce
Instrument32 items · 7 constructs · one index
DeliveryLondon-based · on-site or remote, worldwide
Built forAI adoption leaders · Chief Transformation Officers · CHROs · Chief Strategy Officers · Private-equity operating partners · Post-merger integration leaders · Organisational-development consultants
How ACI Works

Three levels, three sets of respondents, one number that means something.

ACI is not another engagement survey. It measures coherence — whether what strategy demands, what HR systems enable, and what employees can realistically sustain still agree with each other under continuous change.

01 · SCOPE

Frame the wave

We define the change wave under assessment — the transformation, restructuring, or AI adoption programme — and agree the respondent structure with you.

02 · MEASURE

Three lenses, not one

Leadership, HR, and a workforce sample each answer only what their level can credibly see. Workforce responses are anonymous and reported solely as aggregates.

03 · READ

The coherence readout

The index scores each level, computes cross-level alignment, applies the well-being viability constraint, and prices in your digital-acceleration exposure.

04 · RECALIBRATE

Close the gap

A debrief with your leadership team, a written diagnostic identifying the lagging level, and a recalibration roadmap for the next wave.

Leadership answers

Strategic intent

Is the direction clear, consistent, and communicable — or has escalation outrun the story? Plus the pace of technology-driven change as they see it.

HR answers

Enabling systems

Do development, evaluation, and autonomy actually track what the strategy now demands — or are people being measured against a strategy you retired?

The workforce answers

Agility & well-being

Skill adaptability, responsiveness, readiness for change — and whether well-being is holding. The two signals leadership optimism systematically overstates.

"Coherence is not a one-time achievement. Strategic initiatives unfold in waves, often overlapping and cumulative. Coherence therefore requires ongoing recalibration rather than static alignment."

Giugula & Dinu (2026), Strategic Change — the framework ACI operationalises
Where ACI earns its keep

Two moments when coherence decides the outcome.

For AI Transformation

AI doesn't break organisations. It amplifies whatever misalignment was already there.

Digital and AI-enabled acceleration raises the velocity of change — and with it, the cost of every gap between strategy and workforce. ACI measures your acceleration exposure explicitly and prices it into the index as an amplification penalty.

  • Pre-deployment baseline — know your coherence before the rollout, not after the attrition
  • Monitoring-and-trust check — whether digital oversight is reading as capability or as threat
  • Adoption-risk readout — where discretionary effort will and won't show up
Assess your AI programme
For Strategic Change

The strategy survived the board. Will it survive the organisation?

Restructures, integrations, and operating-model redesigns fail less on intent than on erosion — HR systems lagging strategic escalation, well-being quietly becoming the binding constraint. ACI shows which level is lagging while there's still time to act.

  • Post-merger integration — first-100-days human-capital risk, quantified
  • Portfolio diligence — will the management team's plan survive its own workforce
  • Wave-over-wave tracking — coherence measured each wave, not assumed
Assess your change programme
Methodology

Published construct. Transparent arithmetic. Honest limits.

ACI operationalises the adaptive coherence framework published in Strategic Change (Wiley, 2026) by Cezara M. Giugula and Daniel G. Dinu. Nothing in the scoring is a black box.

Multi-rater by design

Each construct is answered only by the level that can credibly report it. Strategic intent is not self-graded by the people who wrote it and workforce well-being is not estimated by the CHRO — the design excludes the optimism bias that makes most internal assessments worthless.

Well-being as a viability constraint, not a perk

The framework's central claim: employee well-being bounds what agility can deliver. In the index it acts as a moderator on the entire composite — when well-being falls, every capability score buys you less.

Digital acceleration as an amplifier

Technology pace is measured as an intensity, not a virtue. High acceleration with strong alignment costs nothing; high acceleration over cross-level gaps attracts an explicit penalty — misalignment gets more expensive at speed.

Anonymity with minimum cell sizes

Workforce responses are pseudonymous and reported only as aggregates, with a minimum-respondent threshold before workforce figures appear in any report. GDPR-clean by architecture: assessment data is held per engagement, never pooled with identifiers.

Repeatable by construction

The same 32 items, wave after wave. Because coherence is temporal, the instrument's value compounds with repetition — wave-over-wave movement is the finding, not the snapshot.

Inside the index
Cross-level alignment50% weight
Mean capability (3 levels)30% weight
Employee well-being20% weight
Well-being moderation×0.70 – ×1.15
Acceleration penalty0 – 30 pts
ACI composite0 – 100
Item means per construct on 7-point scales, rescaled 0–100. Alignment falls as the standard deviation across macro, meso, and micro levels rises. Full computation is disclosed in every report.
Try the interactive console →

A note on what ACI is — and isn't yet

ACI is a disclosed-method instrument: the item structure, weights, and full computation are printed in every report, so your board can interrogate the number rather than take it on faith. Verified reports carry our review; Self-Administered reports say so. Standard licences contribute anonymised aggregates to the ACI benchmark and the ongoing research programme behind the framework — which is what makes the emerging reference ranges and benchmark comparisons you receive possible; a restricted-data licence is available for organisations that prefer to keep their aggregates out. Instruments that overstate their evidence are precisely the problem ACI exists to avoid.

Pricing · Self-Assessment Licences

Run ACI yourself. Licensed per organisation — never per head.

Every licence covers unlimited respondents within the licensed entity. Per-respondent pricing rewards shrinking the workforce sample — which is exactly how assessments go blind. Ours doesn't.

Guided Self-Assessment

Verified, wave by wave

£3,500
per wave · one organisation

You run the instrument in-house; the wave becomes an official Verified report after a 90-minute remote review of your respondent structure and readout, with debrief. The recommended starting point.

Start a guided wave
Organisation Licence

Annual, unlimited waves

£6,000
per year · one legal entity · up to 250 FTE

The full instrument, report generator, and emerging reference ranges and benchmark comparisons (as the reference dataset develops) for one organisation — run as many waves as your change agenda demands. Above 250 FTE and multi-entity groups: on application.

Licence your organisation
Practitioner Licence

For consultancies

from £3,000
per certified practitioner · per year

Run ACI inside your own client engagements. Requires the two-day certification (£2,500, one-off) to protect instrument integrity; client assessments are metered by credit. Volume terms on application.

Get certified
Academic Licence

Research & teaching

£500
per institution · per year · nominal

For universities and researchers: the instrument for teaching, replication, and independent research, with attribution. Because an index only becomes a standard when others can test it.

Apply
Data terms & designations Standard licences include anonymised aggregate contribution to the ACI benchmark and research programme, and with it access to emerging reference ranges and benchmark comparisons as the reference dataset develops. Prefer to keep your data out entirely? A restricted-data licence — no contribution, no benchmark outputs — is available on any tier at a 20% premium. Self-administered reports are designated Self-Administered unless verified; only reviewed waves carry the Verified mark. The first twelve licensed organisations lock founding rates permanently.
Book an Assessment

Tell us about the change wave. We'll tell you if ACI fits.

A thirty-minute scoping call, no charge. If the assessment isn't the right instrument for your situation, we'll say so — a diagnostic that oversells itself has already failed.

  • 01Scoping call — the change wave, the population, the timeline
  • 02Proposal with fixed fee and respondent plan
  • 03Assessment window — typically two to three weeks
  • 04Readout, written report, and recalibration roadmap

Request a scoping call

We reply within one working day. Your details are used only to respond to this enquiry.
← Back to ACI
About

Dalla & Partners

Dalla & Partners Ltd is a London firm with one product: the Adaptive Coherence Index. We develop and operate ACI as the commercial instrument of a peer-reviewed research programme on why strategic change succeeds or erodes — and we keep the instrument honest by publishing its method, its arithmetic, and its limits.

Founder & Managing Director

MSc Cezara M. Giugula, FRSA

Co-author of the adaptive coherence framework (Strategic Change, Wiley, 2026). MSc Digital Marketing, King's College London; Fellow of the Royal Society of Arts. Cezara leads ACI's methodology in market — every Verified engagement is reviewed under her protocol.

The research programme

From construct to instrument

The Adaptive Coherence framework was co-developed by MSc Cezara M. Giugula, FRSA and Dr Daniel G. Dinu of THE Q AGENCY, and published in Strategic Change (Wiley, 2026), DOI 10.1002/jsc.70078. ACI, the commercial instrument, is developed and operated by Dalla & Partners under licence from THE Q AGENCY.

What we believe

Most diagnostics flatter the buyer. ACI is built the other way: leadership never grades its own strategy, workforce well-being is measured as a viability constraint rather than a perk, and reports state plainly whether they are Verified or Self-Administered. A diagnostic that oversells itself has already failed.

← Back to ACI
FAQ

The questions HR and transformation leaders actually ask.

Are individual answers visible to my employer?

No. Workforce responses are pseudonymous and reported only as aggregates, with a minimum cell size of five respondents — below that threshold, workforce figures simply don't appear in the report. No output attributes an answer to an identifiable person, and licence terms prohibit using outputs for decisions about identifiable individuals.

What does "Verified" mean on a report?

A Verified report means we reviewed that wave's respondent structure, cell sizes, and completion integrity in a 90-minute session before the report was issued. Reports without that review carry the designation "Self-Administered — Unverified". The two are visually distinct and the designation cannot be removed.

Who answers what?

Leadership answers strategic-intent items; HR answers the enabling-systems items; a workforce sample answers agility and well-being. Each level reports only what it can credibly see — the design structurally excludes the leadership-optimism problem that makes most internal surveys unreliable.

How long does a wave take?

The questionnaire takes respondents about ten minutes. A full wave — setup, collection, readout — typically runs two to three weeks depending on how quickly your respondent sample completes.

Why is pricing per organisation rather than per respondent?

Per-head pricing rewards shrinking the workforce sample, which is exactly how assessments go blind. Licences cover unlimited respondents within the licensed entity so the sample size is a methodology decision, never a budget one.

What happens to our data?

You control respondent data as data controller. Under a standard licence, anonymised aggregates — never individual responses, never your company's identity — contribute to the ACI benchmark and the research programme behind the framework, and in return you receive emerging reference ranges and benchmark comparisons as the reference dataset develops; you can withdraw your aggregates from future releases at any time. If you'd rather contribute nothing, a restricted-data licence (no contribution, no benchmark outputs) is available on any tier at a 20% premium.

How is the index actually computed?

In the open. Construct scores are item means on 7-point scales rescaled to 0–100; the composite weights cross-level alignment at 50%, mean capability at 30% and well-being at 20%, moderated by the well-being viability multiplier and reduced by the digital-acceleration penalty. The full computation is printed in every report — there is no black box to take on faith.

Can our consultancy run ACI for clients?

Yes — under the Practitioner Licence, which requires a two-day certification so that administration quality is consistent. Client assessments are metered by credit; volume terms on application.

← Back to ACI
Sample Report

What a Verified readout looks like.

Illustrative report using simulated organisational data. The full report additionally includes the item-level appendix, methodology note, and recalibration roadmap.

ACI · VERIFIED WAVE REPORT — EXTRACTREF ACI·SAMPLE·2026

Adaptive Coherence Assessment

Mid-market logistics group (simulated) · 640 FTE · Wave 1
63
ACI / 100
Conditionally coherent

The system holds, but the meso level lags: HR enablement (58) trails strategic intent (74) by 16 points. Sustained escalation will widen the gap unless HR systems evolve alongside strategy.

ConstructLevelProfileScoren
Strategic IntentMacro
746
SHRM EnablementMeso
5827
Workforce Agility (3 dims)Micro
6624
Employee Well-BeingBoundary
6124
Digital AccelerationIntensifier
729

Decomposition: mean capability 66 · cross-level alignment 84 · well-being moderation ×0.97 · acceleration penalty −4.3. Minimum cell size (n≥5) satisfied on all workforce aggregates. VERIFIED

Book an Assessment

← Back to ACI
Privacy Policy

Privacy Policy

Version 1.0 · [Date] · Template pending legal review
Template for review by qualified counsel before publication. Bracketed items require completion.

1. Who we are

Dalla & Partners Ltd, a company incorporated in England and Wales (company number [●]), registered office [●] ("we"). We are the data controller for website enquiries and client account data. Contact: [email protected].

2. Assessment data — the three roles

ACI processes three distinct categories, in three distinct roles:

3. What we collect on this website

Only what you submit through the scoping-call form (name, work email, organisation, message). This site sets no tracking cookies (see the Cookie Notice).

4. Retention

Enquiry data: [24] months from last contact. Client contract data: duration of the licence plus [6] years. Verification-review working data: deleted within [90] days of report issue. Aggregate data: retained indefinitely as it identifies no one.

5. Sharing and transfers

We share data with our hosting and email providers under processing agreements, with professional advisers, and — as anonymised aggregates only — with the instrument owner for benchmark and research purposes. Where any provider processes data outside the UK, we rely on adequacy regulations or the UK IDTA/Addendum.

6. Your rights

You have the rights of access, rectification, erasure, restriction, portability and objection under UK GDPR, exercisable via [email protected]. For respondent data, address requests to your employer as controller; we will assist them. You may complain to the ICO (ico.org.uk).

← Back to ACI
Terms

Website Terms & Licence Summary

Version 1.0 · [Date] · Template pending legal review
Template for review by qualified counsel before publication.

1. Use of this website

This website is provided by Dalla & Partners Ltd for information about ACI. Content is provided as-is, does not constitute professional advice, and may change without notice. You may not scrape, reproduce or reuse the site's content, item examples, or methodology descriptions to build a competing instrument.

2. The licence itself

ACI is licensed — never sold — under the ACI Self-Assessment Licence Agreement executed with each client via an Order Form. In summary, and always subject to the signed agreement:

The full agreement is provided before purchase and prevails over this summary.

3. Intellectual property

ACI operationalises the framework published as Giugula & Dinu (2026), Strategic Change, DOI 10.1002/jsc.70078. All site content © Dalla & Partners Ltd or its licensors.

4. Liability and law

To the fullest extent permitted by law we exclude liability for reliance on website content. These terms are governed by the law of England and Wales, with exclusive jurisdiction of its courts.

← Back to ACI
Cookies

Cookie Notice

Version 1.0 · [Date]

The short version

This website sets no cookies. No analytics, no advertising trackers, no third-party pixels. The night-mode preference lives only in the current page session and is stored nowhere.

If that changes

If we introduce analytics or a client portal requiring cookies, this notice will be updated first and — where consent is required under PECR — a consent banner will be added before anything is set. Fonts are loaded from Google Fonts, which involves a request to Google's servers but sets no cookies on this site.