← Cuddly

The human side
of the deal.

M&A culture due diligence, grounded in forty years of research.

CUDDLY · 2026
01
The gap

Every workstream in the deal
has an instrument. One doesn't.

Financial

A model. Sensitivities, a data room, a quality-of-earnings report, an audit trail a board can interrogate line by line.

Legal

A checklist. Titles, contracts, consents, warranties — each one closed, dated and signed off by a named person.

Culture

A lunch, a gut feel, and a slide that says "strong cultural fit". Nothing dated, nothing owned, nothing a board can challenge.

Cartwright, S., Schoenberg, R. (2006) — British Journal of Management, 17(S1), S1–S5. Thirty years of M&A research: performance gains are modest and inconsistent. The widely-quoted 70–90% "failure rate" is a practitioner figure (KPMG 1999), not an academic finding — this deck does not rely on it.
THE GAP
02

Culture in M&A has been studied for forty years.
The findings are quantitative. Nobody operationalises them.

What the research actually says

Four findings the deal team
is already operating against.

Culture damages the human side first, the P&L second

Cultural difference hits socio-cultural integration — acceptance, retention, progress — but only weakly the short-term financials. The board's dashboard is the lagging indicator.

Stahl, G.K., Voigt, A. (2008) — Organization Science 19(1). Meta-analysis, 46 studies.

Culture is a workstream, not an HR sub-task

Cultural fit at signing and integration speed are independent predictors of success. Neither substitutes for the other, so culture cannot be folded into the people workstream.

Bauer, F., Matzler, K. (2014) — Strategic Management Journal 35(2). 106 transactions.

The people who know how the target works leave

Year-one turnover in the target's top team runs about three times normal, and each departure reduces performance independently of that executive's capability.

Krug & Hegarty (1997) · Cannella & Hambrick (1993) — SMJ.

And it is addressable

In a controlled field experiment, a realistic merger preview — frequent, candid, including the bad news — measurably reduced uncertainty and intent to leave. The effect held.

Schweiger & DeNisi (1991) — Acad. Mgmt Journal 34(1).
THE RESEARCH
03
The evidence base

We have no customer results yet.
The literature has forty years of them.

~24%
of the target's top management leave in year one — about three times the normal rate, and turnover is still running above baseline five years later.
Krug & Hegarty, SMJ 1997
168 + 102 deals vs 120 controls
46
studies meta-analysed, 10,710 deals: cultural difference hits socio-cultural integration, only weakly the short-term financials.
Stahl & Voigt, Org. Science 2008
meta-analysis
106
transactions: cultural fit at signing and integration speed are independent predictors of success.
Bauer & Matzler, SMJ 2014
survey, SME transactions
50
deals, international case survey: voluntary joint acculturation work explains more variance in employee acceptance than granting autonomy.
Larsson & Lubatkin, Human Relations 2001
case survey

None of these are our results. They are the reason the product exists — and the benchmarks it measures your deal against.

EVIDENCE
04
Why boards miss it

The dashboard moves last.

Socio-cultural integration — acceptance, retention, progress
Strong negative relationship with cultural difference. Moves in months.
Short-term financial performance
Weak relationship. Moves in years — by which time the cause is unrecoverable.

Schematic of direction and relative strength, not plotted effect sizes.

Culture doesn't show up in the numbers a board reads until the people who could have fixed it have gone.

That is not a reason to measure it later. It is the reason to measure it first.

Stahl, G.K., Voigt, A. (2008) — Organization Science 19(1), 160–176. Meta-analysis, 46 studies, 10,710 M&As.
WHY IT'S MISSED
05
The chain

From published finding
to board memo footnote.

Published finding
Turnover ~3× normal, year one
Krug & Hegarty
SMJ 1997
Canvas cell
People × Day 1–30
owner assigned
status tracked
Signal
Retention pulse
attached to the cell
Metric
Interview Density
benchmarked against
the paper
Memo footnote
Risk Memo, §People
cites Krug & Hegarty
1997 by name
↩ post-close verification — Day 90 measured against the paper's benchmark

Five steps. Every category on slide 14 covers one or two. None covers the round trip.

THE CHAIN
06
The canvas

Six workstreams. Eight phases.
Pre-LOI to year three.

SCOPE
DD
SIGN
1–30
30–90
90–180
180–1y
1–3 YR
People & Leadership
Culture & Values
HR Processes
Communications & Engagement
Integration Design
Financial & Operational Tie-in
CLEAR WATCH FRICTION BREAKING · empty = not yet assessed
THE CANVAS · ILLUSTRATIVE GRID
07
Signal capture

Primary signal, attached
to the cell it evidences.

Pulse surveys

Short, repeatable, per-phase. Sent to the target and the buyer separately so the gap between the two is visible rather than averaged away. Each response lands against the workstream × phase cell it answers for.

PULSEDay-30 retention pulse · 41 responses · People & Leadership × 1–30

Interview capture

Structured templates per cell, so two analysts interviewing two executives ask comparable questions. Notes stay attached to the intersection they evidence — not in a folder named after the person who took them.

NOTECFO interview · Culture & Values × DD · owner: A. Virtanen
Schweiger, D.M., DeNisi, A.S. (1991) — Academy of Management Journal 34(1), 110–135. Frequency and candour of communication were the intervention, which is why cadence is tracked as a signal and not just an activity.
SIGNAL
08
Evidence

The evidence travels
with the finding.

Cell · HR Processes × Day 30–90
Compensation bands not aligned
Target's senior band sits 18% below the buyer's. Alignment paper drafted, not approved before Day 30.
XLSXband_comparison_target_v3.xlsx
PDFreward_committee_minutes_0412.pdf
Two artefacts, one intersection — not two artefacts and a folder.

A data room stores the document. It has no opinion about which finding the document supports.

Eight months later, when someone asks why did we call this a risk, the answer is one click from the claim.

Document names illustrative — seeded demo, not a customer.
Rouzies, A., Colman, H.L., Angwin, D. (2019) — Long Range Planning 52(2).
EVIDENCE
09
The six metrics

Six numbers. Each one
has a paper behind it.

Cultural Compatibility
Weighted mean of the human-side cells × 100
≥75 — the acceptance-and-retention zone.
Stahl & Voigt 2008
Owner Coverage
cells_with_owner / total_cells × 100
100% before each phase exit.
Teerikangas & Hawk 2012
Signal Coverage
cells_with_signal / total_cells × 100
100% before phase exit.
Bauer & Matzler 2014
Interview Density
interviews / cells across the canvas
≥1.0 per human-side cell before close.
Krug & Hegarty 1997
Forward-Risk Exposure
Triggered risk patterns, weighted by severity
0 unaddressed at phase exit.
Stahl et al. 2011
Activity Velocity
activities_completed_14d / total_activities × 100
≥25% per 14 days; <10% means stalled.
Schweiger & DeNisi 1991

No values shown. We have no customer data, and a number here would be invented.

METRICS
10
Forward risks

What breaks in month four —
and why, with the paper.

Archetype mismatch

Buyer and target prefer different acculturation modes. Mismatch is the best single predictor of post-merger conflict — and it is knowable before signing.

Nahavandi & Malekzadeh (1988) — Academy of Management Review 13(1)

Integration strategy locked wrong

Absorption applied to a knowledge-worker target. The archetype chosen at signing constrains every downstream culture decision.

Angwin & Meadows (2015) — Long Range Planning 48(4)

Compensation aligned late

Alignment delayed past Day 30 → a turnover spike in months 4–6. The lag drives it, not the size of the gap — a dated prediction, made at signing.

Durand (2017) — Journal of World Business 52(3)

No talent map at signing

Integration deteriorates in months 6–12 — the buyer cannot redeploy what it never inventoried. The strongest single predictor in that synthesis.

Teerikangas & Hawk (2012) — Handbook of M&A, OUP
FORWARD RISK
11
The memo

You write the judgement.
The evidence is already attached.

Culture Risk Memo · Deal Committee Pack · draft
§3 People & Leadership — retention exposure
Six of the target's nine executives have no retention arrangement at Day 14. Two were approached externally last quarter, per interview notes.
Comparable transactions show first-year turnover at roughly three times the normal rate.1 Departures reduce performance independently of the individual's capability.2
1 — Krug & Hegarty (1997), SMJ 18(8) · 2 — Cannella & Hambrick (1993), SMJ 14(S1).
Evidence attached at People & Leadership × Day 1–30.

The footnotes are not decoration — they are the same citation ids the metric read, and the same paper the risk pattern fired from.

A committee member can follow any sentence back to the cell, the evidence and the study, without asking anyone.

Memo extract illustrative — seeded demo, not a customer.
THE MEMO
12
Past close

A pre-deal report dies at signing.
The canvas doesn't.

Day 0
Prediction made
from signals + patterns
Day 90
First verification
measured vs benchmark
Day 180
Drift check
which risks fired
Year 1–3
Stewardship
audit trail intact

Twelve-month tracking with the record of who talked to whom, and when, kept alongside the survey snapshots — because the thing that moves is the discontinuity each side feels from where they were, and that is not visible in a single pre-deal reading.

Rouzies, A., Colman, H.L., Angwin, D. (2019) — Long Range Planning 52(2), 271–282.
PAST CLOSE
13

Every piece of this exists somewhere.
Nothing joins them.

Why nothing else does this

Every piece of this exists.
Nothing joins them.

Culture &
engagement
survey tools
VDR & DD
platforms
Integration
PMO / PMI
trackers
Consulting
culture-DD
engagements
Cuddly
Grounded in published research··
Deal-shaped — workstream × phase, pre-deal to Day 100+·
Primary signal capture — pulse + interview··
Evidence attached at cell level···
Board-ready memo drafted from the data···
Continues past close into integration tracking···

No category means no benchmark and no procurement box. That is the risk we are taking.

THE GAP IN THE MARKET
14
Who it's for

Three buyers.
Three different reasons.

Corporate M&A teams

Running two to six deals a year and tired of starting the culture question from a blank page. The canvas is the same every deal, so the second is faster than the first — and the pattern that cost you on deal one is already on the grid for deal two.

Private equity funds

One instrument across the portfolio, so a reading on one platform company means the same as on another. Diligence gets comparable, and the pattern that broke deal three is visible before deal seven repeats it.

Advisors

A deliverable that outlives the engagement. The client keeps a live grid with the evidence attached instead of a PDF that ages, and you keep the method — and the next client sees the same rigour.

WHO IT'S FOR
15
Pricing

Buy Deal Passes until
it stops making sense.

Deal Pass
€4,900
one deal · 90 days of access · unlimited users
The whole canvas for a single transaction. No subscription, no commitment past the deal.
Professional · most picked
€1,490/mo
4 active deals · 12-month integration tracking
Cross-deal insight, the forward-risk library carried between deals, weekly steering packs, post-close tracking to year one.
Enterprise
from €3,500/mo
unlimited deals · named advisor
SSO, REST API for finance and HR sync, custom domains on engagement microsites, priority support.

Four deals is the crossover. Three Deal Passes cost €14,700; a year of Professional costs €17,880 and covers four at once plus twelve months of tracking on each. Convert within 90 days and the last Deal Pass is credited against the first invoice.

Billed annually in advance. Add 24% VAT, invoiced from Helsinki.

PRICING
16

Open the deal.
Check the sources.

The Aurora demo deal

A fully seeded acquisition — archetype snapshot, friction map, integration playbook. Read-only, no account.

thecuddly.app/demo

The bibliography

Every source behind every metric and every forward risk in this deck, each one linked to its DOI.

thecuddly.app/help/research — 15 sources, every one linked

© 2026 Takko Technologies Oy · Helsinki, Finland · Business ID xxxxxxx-x

CUDDLY · 2026
17

The human side
of the deal.

M&A culture due diligence, grounded in forty years of research.

We have no customer results yet. The literature has forty years of them — and this deck is built out of those.

Seventeen slides at 1920×1080. On a phone the type would land at about 6 px, so we would rather you read it properly.

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