The data intelligence for
the capability decisions

The People Science helps you drive workforce capability decisions. We bring together three signals that have never lived in one place: who your people actually are (not what their CV says), how their energy and readiness are shifting in real time, and which internal talent is already prepared for the role you were about to post externally.

Let's talk
87%
of executives say they have skill gaps now or expect them within a few years(McKinsey)
40–50%
of employees have skills their employer doesn't know about(Gartner / Eightfold)
90%
say they're moving to skills-based practices; only 1 in 5 have the data to do it(Deloitte)
63%
of employees who leave cite lack of advancement as the primary reason(Gallup)
76%
of employees report burnout is the #1 driver of attrition(Deloitte / Future Forum)
16%
of managers feel equipped to recognise burnout before productivity drops(Gartner)
70%
of talent leaders call internal mobility reactive, not strategic(LinkedIn)
44%
of managers promote on visibility bias, not performance data(Gartner)
30%
less likely: women and underrepresented groups self-promoting for stretch roles(HBR / LeanIn)
44%
of core worker skills will change by 2027; 60% will need retraining(WEF)
11+
HR systems per enterprise; 60% of people data is never used for decisions(Gartner)
95%
of managers are dissatisfied with their performance review process(Deloitte)
87%
of executives say they have skill gaps now or expect them within a few years(McKinsey)
40–50%
of employees have skills their employer doesn't know about(Gartner / Eightfold)
90%
say they're moving to skills-based practices; only 1 in 5 have the data to do it(Deloitte)
63%
of employees who leave cite lack of advancement as the primary reason(Gallup)
76%
of employees report burnout is the #1 driver of attrition(Deloitte / Future Forum)
16%
of managers feel equipped to recognise burnout before productivity drops(Gartner)
70%
of talent leaders call internal mobility reactive, not strategic(LinkedIn)
44%
of managers promote on visibility bias, not performance data(Gartner)
30%
less likely: women and underrepresented groups self-promoting for stretch roles(HBR / LeanIn)
44%
of core worker skills will change by 2027; 60% will need retraining(WEF)
11+
HR systems per enterprise; 60% of people data is never used for decisions(Gartner)
95%
of managers are dissatisfied with their performance review process(Deloitte)

One live view

Four personas, one living picture of your organisation

The data gap doesn't pick favourites. It costs the person their recognition, the manager their best hire, the HR team their credibility, and the organisation its future. The People Science puts the right data intelligence in front of the right seat, continuously updating, never waiting for the annual survey review.

People
Capability overlooked Seen for what you can do
Managers
Readiness blind spots Act before it's too late
HR & talent
Visibility-driven decisions Evidence-first talent moves
Org leadership
Talent Pipeline leakage Succession that doesn't surprise you

Recognition shouldn't be a popularity contest.

Your best people shouldn't need to be visible to be recognised. They should be capable, and capability should be visible to you by default.

You've built the processes. The annual reviews, the competency frameworks, the internal job boards. But you know the truth: internal mobility still runs on who knows who, who speaks up, and who writes the best self-assessment.

That's not a talent strategy. That's a visibility lottery. And your best people are losing.

To help you see your people as they actually are, we connect three signals that have never lived in one place: Capability, Readiness, and Internal Supply.

The People Science in Practice

L&D spend vs. evidenced capability

Budget requestedCapability proven

Defend Your L&D Budget With Real-Time Capability Data

Who needs what, and when?

We surface capability from the evidence of real work, not from what someone remembered to self-report. Hidden strengths become visible, the next skill worth building becomes obvious, and growth becomes a transformation journey rather than a stack of completed trainings.

Fair Work dimensions

Effective voiceEvidenced
OpportunityEvidenced
SecurityPartial
FulfilmentEvidenced
RespectPartial

Scotland's Fair Work Is Now a Board Question. Is Your People Data Ready to Answer It?

What can you prove?

Energy and momentum shift long before anyone says it out loud in a 1:1. We read those signals across a team and nudge the manager early, so support lands while it still matters — instead of arriving after the resignation letter.

Two journeys, one person

ProfessionalPersonalEvidenced growth

Professional Development Without Personal Growth Is Half a Strategy

Who are they becoming?

See which skills are short, which roles are coming, and how many people already hold proof of what those roles demand. Move people internally first and hire externally only when there is genuinely no one within.

Customer stories

Leadership teams use The People Science to see capability, readiness and internal supply in one live picture — and act on it before the quarter decides for them.

DAIECHARM GROUP

Real estate development

Daiecharm was scaling faster than its people data could keep up with — project teams formed on instinct, capability lived in spreadsheets, and the best people were being recruited away before anyone noticed the signals. Within one quarter on The People Science, leaders could see momentum shifting inside live project teams, capability was matched to pipeline instead of to availability, and senior roles started being answered from within the group.

$40k
saved in external hiring cost on two senior project roles
3 weeks
earlier risk capture on teams losing momentum
1,200+
people mapped into a single capability picture
  • Momentum held through peak delivery season
  • Capability matched to the project pipeline, not to who was free
  • Senior roles answered from within the group
  • No more spreadsheet tsunami before every board pack
The Daiecharm Group directors together at their head office

Rishi with the Daiecharm Group directors

Director, Daiecharm Group

From uncertainty to decision

What you stop guessing about.

Most people intelligence tools read one layer: psychometrics, engagement, or performance. The People Science reads all three from the same source — continuously, without asking people to perform for an assessment. That is the difference between a snapshot and a living picture.

Stop guessing who is ready.

See readiness as a living signal — not a once-a-year rating.

Stop guessing where capability lives.

Find the evidence inside before you pay for another external search.

Stop guessing who is quietly drifting.

Catch momentum shifts while there is still time to act.

Stop guessing who to put in the room.

Promote and staff based on proof, not visibility.

Stop guessing if L&D is moving the needle.

Track whether capability is actually growing — not just completion rates.

Stop guessing if your workforce is AI-ready.

Know where to direct transformation before the board asks.

What most tools give you

One layer per survey · obsolete on arrival

Today
Engagement pulseMar
Mid-year reviewJul
Annual surveyNov

Each tool reads a different layer at a different moment. By the time the results land, the picture they describe is already behind you.

What a living picture gives you

All three signals · continuously current

Decide today
Capability
Readiness / energy
Engagement

The same source feeds three living signals. So when you make a decision in December, you are not relying on March engagement data or July performance ratings — you are acting on what is happening now.

Illustrative

Your stack, one intelligence layer

Workday
SAP SuccessFactors
HiBob
BambooHR
Cezanne
MHR
The People Science

The People Science

Capability signals
Readiness support
Internal supply

Stay where you are

We read from your existing systems. Nobody logs into another tool.

Or consolidate with us

Managed migration onto our cloud — one subscription instead of eleven.

One system, not eleven

Keep your stack. Or stop paying for eleven of them.

You don't need another app for your people to log into. The People Science connects to the HR systems you already run — Workday, SAP SuccessFactors, HiBob, BambooHR, Cezanne, MHR — and returns capability, readiness and internal supply signals into the tools your teams use every day.

And if your stack has grown into a stack of invoices, we'll migrate it. Our team moves your people data onto our cloud, keeps the history intact, and leaves you with one platform and one subscription instead of eleven overlapping ones.

Integrate

Secure, read-only connections to your existing HRIS and work systems.

Consolidate

Managed data migration, with your records and history carried across.

Discuss your integration path
Work Intelligence Index

Want to see the AI opportunity in your workforce?

We've open-sourced our Work Intelligence Index. And you can play around with the data. Just select your company and find out how work is actually being done, and which tasks are prone to automation or augmentation by AI.

Try it out

AI Impact opportunity for your organization

AI Implementation

33%

Task automation

61%

Upskilling needed

39%

AI Impact Analysis

71% opportunity

Human AI Partnership

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Why The People Science

Why enterprises choose The People Science

Generic AI isn't enough for complex organizations. We provide the world's most advanced inference engine, engineered to deliver the clarity, compliance, and connectivity global enterprises need to transform at scale.

Built on your reality

We aren't built on generic LLMs. Our purpose-built models ingest raw work signals and transform them into a unified, high-fidelity picture of jobs, skills, and tasks unique to your organization.

Scientifically proven AI models

AI has been at the heart of The People Science since the start. We use the Stanford Human Agency Scale so our automation scores are backed by science, giving you defensible, academic-grade data.

Unified skills, work and market intelligence

The only all-in-one solution that brings work intelligence and skills intelligence together. We bridge the gap between human potential and business requirements within a single ecosystem.

Intelligence in the flow of work

We bring intelligence directly to where work happens, making your current SAP and Workday systems smarter without requiring employees to log into another tool.