Wholesum

DISCOVER WHAT IS HAPPENING
AND WHY

Use untapped text data to continually uncover the drivers that matter
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Barclays
Cambridge University
Imperia
Maternal Mental Health Alliance
Link Consumer

How data science, insights and strategy leaders use Wholesum

1

Drivers of outcomes in internal data

The problem

Emerging threats and opportunities driving employee, customer and commercial outcomes are often buried in surveys, interactions, field notes and other internal evidence. But organisations struggle to convert this into compounding understanding of underlying causes.

Our solution

Wholesum uncovers potential drivers in text data and connects them with outcomes, revealing what matters and what it means for decision-making.

Who we deliver this for

Global People Insights · Pharma Commercial Excellence · Customer Experience

2

Broader and deeper external intelligence

The problem

News, research and reports contain narrative signals about emerging changes. But low source coverage, contradictions in evidence and correlated reporting make it difficult to build a reliable picture of what is happening and why in different locations.

Our solution

Wholesum continuously discovers and triangulates signals in text evidence and weighs up competing explanations as new information emerges.

Who we deliver this for

National Security & Government · Market Intelligence · Medical & Scientific Evidence

Understanding that compounds

Modern large language model performance is inconsistent and incomplete across large, evolving datasets.

Wholesum is different. We use comparative statistical inference across entire datasets to identify stable signals, overcoming common failure modes in AI and human interpretation. We then apply tailored causal frameworks to weigh up competing explanations, find the drivers that matter, and build understanding that improves over time.

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Supported by
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Why are enterprise teams choosing Wholesum?

Signals in causal context

Discover deeper signals at scale and link them together to build a continually improving picture of drivers and outcomes.

Broader coverage

Surface what existing tools miss, from patterns buried in complex datasets to signals distributed across niche sources.

Weight of evidence

Turn evolving evidence into conclusions that can be reproduced and refined, rather than drifting with every analysis.

Decision-relevant insights

Identify potential levers for change and guide what to measure or test next, so understanding compounds with each cycle.

Meet the founders

Wholesum was built to bring statistical rigour to the evidence conventional data systems miss.

Our founders combine experience in audience insights and behavioural research with world-leading expertise in statistical and causal inference and complex systems.

Our mission is to help teams build a deeper, continually improving understanding of what drives the outcomes that matter. We believe organisations should be able to learn from all the evidence available, not just what is easiest to analyse.

About us

Converting text data into intelligence that compounds

Book a 30-minute call to discuss how Wholesum can help your team uncover the drivers that matter and build understanding that improves over time.

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Wholesum — Discover what is happening and why