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DISHA 4.0 HCOS

EMPLOYEE INTELLIGENCE

See the Employee Behind the Organizational Data.

Connect capability, contribution, development, career movement and authorized context into an explainable employee intelligence profile.

What should an organization understand about an employee to support better work, growth and organizational outcomes?

This page owns the employee intelligence layerThe performance systemEngagement surveysAttrition prediction

The Employee Intelligence Profile

Open a fictional employee and explore five views. Each exposes source evidence and confidence.

Maya R. — Senior Product Manager (synthetic)

Human Capital Snapshot

One screen: capability highlights, current contribution, development focus and career context — each line traceable.

Sources: 6 authorized recordsConfidence: High

Intelligence Is Not Surveillance

Every data element has a defined purpose. Employees can see what is collected, why it matters and which audiences can access it.

Data elementWhy it mattersWho can access it
Capability evidenceSupport growth conversationsManager, development programs
Contribution recordsRecognize and connect workManager, project stakeholders
Development activityPlan relevant supportManager, L&D
Career aspirationsSurface internal opportunitiesMobility team (with consent)

Capability View

Product strategyDemonstrated, currentWork sample + launches
AnalyticsDocumentedCertification + application
Enterprise deliveryPartial evidenceProject records
AI knowledgeClaimed → developingCertificate; no demonstration yet

Never permanent labels — capability states change as evidence changes.

Contribution View

Direct contribution

Owned the onboarding rebuild — activation improved.

Shared contribution

Co-led the discovery program with research.

Direct and shared contribution are distinguished — no glory-theft by aggregation.

Development View

Learning activityCapability gapsStated aspirationsEvidence of application

Completion alone is not capability.

Career Context

Role historyInternal movementAspirationsAdjacent rolesPathways

Possibilities are not predictions.

The Experience Timeline

2018First product role — marketplace tooling
2020Discovery program — 40+ interviews
2021Analytics suite — 2 major releases
2023Senior PM — AI platform
2024AI certificate + applied practice
2025Onboarding rebuild — activation up

Roles, projects, learning, achievements and major goal milestones — chronological.

The Context Lens

Switch the purpose — only relevant, authorized intelligence is shown for each.

Manager support — authorized view

Agreed goalsEvidenceDevelopment needsTeam context

Aspirations marked private are never shown

The Employee-Controlled Narrative

The employee co-authors their own intelligence profile.

Add contextExplain achievementsFlag inaccuraciesRecord aspirations

Ask the Employee Intelligence Layer:

“What capabilities were recently demonstrated?”“What learning became evidence?”“What support may help?”“Which information is uncertain?”

The Manager Support Cockpit

Agreed goalsEvidenceDevelopment needsTeam context

Unrelated personal information is excluded — by design, not by settings.

Understand Maya

Illustrative demo — fictional employee, synthetic data

One fictional employee, two authorized purposes — and the intelligence that changes between them.

The AI Employee Intelligence Agent

Summarize authorized information
Identify missing evidence
Prepare development questions
Surface relevant internal opportunities

Explainability

Every material insight answers all five:

What is observed?What supports it?How recent is it?What context applies?What is uncertain?

SEE THE SYSTEM

From Employee Data to Employee Understanding.

0–15s · Scattered employee records15–40s · Context and evidence connect40–70s · The profile explains itself70–95s · A purpose switch95–120s · Understanding, with boundaries

Understanding — never surveillance.

Governance

Purpose limitationMinimizationAccess controlEmployee visibilityCorrectionAuditabilityStrict handling of sensitive information

Understanding, With Boundaries.

Employee Intelligence connects capability, contribution, development and career context into one explainable profile — with purpose limits built in, not bolted on.

Experience the Employee Intelligence Profile →