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DISHA 4.0 HCOS

HUMAN INTELLIGENCE

Know the Human Behind the Data.

Every person is more than a résumé, a qualification, a job title or a skill list. The Human Capital Genome™ brings multiple dimensions of human capital together into one connected intelligence model—helping DISHA understand identity, capabilities, experience, learning, behaviour, aspirations, credentials, context and potential.

See How the Genome Connects to DISHA

A PERSON

A Profile Tells Your Story.
A Genome Reveals Your Human Capital.

A résumé tells DISHA what you have done. A profile tells DISHA what you say about yourself. A collection of records tells DISHA what systems know about you.

The Human Capital Genome brings those dimensions together into a connected model of who you are, what you know, what you can do, how you learn, what you aspire to, where you are going and what you may be capable of becoming.

THE PROBLEM

People Don't Fit Inside a Résumé.

Traditional human-capital systems tend to break people into separate records: a résumé here, a credential there, a learning record somewhere else, skills in another system, performance in another, aspirations in a conversation. Each record may be useful on its own. But the human being exists across all of them.

ResumeLMSHRMSAssessmentCredentialsPerformanceCareer Profile
Fragmented data
Connected human model
Human Capital Genome™

From Records to Relationships to Intelligence

Stage 01

Record

What do we know?

DegreeJobCertificationSkillAssessmentExperience

Stage 02

Relationship

How are these things connected?

Education→ developedSkill→ applied throughExperience→ demonstrated byAchievement→ relevant toCareer Goal

Stage 03

Intelligence

What does this tell us?

“This person has strong analytical capability, has recently developed data skills, is seeking greater strategic responsibility and may be ready for a product-oriented career pathway.”

The Genome turns information about a person into connected human-capital context.

One Human. Many Dimensions. One Connected Model.

ONE HUMAN

Ten dimensions

01 — Identity

Who am I?

Identity, demographics, roles, affiliations and foundational context.

Intelligence Is Not the Same as Judgment.

The Genome is designed to organize and contextualize human-capital information. AI-generated insights and potential pathways should be explainable, appropriately governed and subject to human oversight. A Genome should help people understand possibilities—not reduce a person to a score.

Genome Explorer™

Explore a Human Capital Genome

A simulated person appears in the centre. Click any dimension to zoom into it.

Maya

Product Analyst

Illustrative demonstration profile — Maya is not a real person and this is demo data.

Genome snapshot

IdentityProduct Analyst · 4 years experience
EducationB.Tech + professional certifications
CapabilitiesAnalytics · Product Thinking · Research · Communication
ExperienceProduct analytics · Customer research · Data projects
EvidenceCertifications · Project portfolio · Performance evidence
AspirationMove toward Product Strategy
TrajectoryProduct Analyst → Senior Product Analyst → Product Strategy
PotentialMultiple illustrative pathways

Click a dimension to zoom in.

What Happens When One Part of the Genome Changes?

The Genome is dynamic, not static.

A Human Being Is Not a Number.

Profile≠Score≠Genome

Identity + Capability + Evidence + Experience + Behaviour + Aspiration + Context + Trajectory + Potential

Connected Human-Capital Intelligence

The purpose of the Genome is not to compress a person into one number. It is to provide a richer context in which intelligence, recommendations and decisions can be made.

Three Different Ways DISHA Understands Human Capital

Human Capital Genome™

What makes up the person?

The multidimensional human-capital model.

Think: Who I am

Human Digital Twin™

How is the person changing over time?

An evolving representation of the person's journey and state.

Think: How I am evolving

Career Intelligence Graph™

What is connected to the person?

Relationships between people, skills, careers, learning, opportunities and pathways.

Think: What is possible around me

Genome = CompositionDigital Twin = EvolutionIntelligence Graph = Possibility

How They Work Together

Genome says

“These are Maya's human-capital dimensions.”

Digital Twin says

“This is how Maya's capabilities, experience and goals are changing.”

Intelligence Graph says

“These are the pathways and opportunities connected to Maya.”

AI says

“Here are the actions Maya could consider next.”

The Genome grounds the intelligence — the rest of the platform moves it forward.

SEE THE HUMAN CAPITAL GENOME IN ACTION

What If DISHA Could See More Than Your Résumé?

A résumé fragmentsDisconnected systemsFragments begin connectingThe Genome assemblesTwin · Graph · AI connectNew skill → new pathwayUnderstand the whole person

Understand the whole person. Discover what could come next.

The Genome Travels With the Journey.

Attract

Genome helps establish:

Capability + Experience + Evidence

Develop

Genome informs:

Skills + Learning + Gaps

Engage

Genome incorporates:

Goals + Interests + Aspirations

Perform

Genome gains:

Application + Achievement + Experience

Evolve

Genome reflects:

Growth + Mobility + New Capabilities

Empower

Genome expands through:

Leadership + Impact + New Possibilities

The lifecycle changes. The Genome evolves with it.

Intelligence Needs Evidence.

Self-declared
Documented
Assessed
Observed
Validated
Connected
Intelligence

“I know Python.”

could become

01 Course completed

02 Certificate earned

03 Project submitted

04 Skill assessed

05 Skill applied in work

Evidence quality, provenance, recency and confidence should remain visible wherever they materially affect an insight.

Your Genome Is Never Finished.

Early stage

  • · Education
  • · Emerging skills
  • · Exploration
  • · Aspirations

Professional stage

  • · Experience
  • · Specialization
  • · Credentials
  • · Career mobility

Leadership stage

  • · Leadership
  • · Strategy
  • · Mentoring
  • · Impact

Continuous evolution

  • · New learning
  • · New roles
  • · New skills
  • · New aspirations

Every meaningful experience can change the shape of human potential.

Every Person Has a Different Genome.

Student — what the Genome emphasizes

LearningSkillsInterestsCredentialsCareer aspirations
Explore the Student Experience

One Genome. Then Millions.

PersonTeamOrganizationInstitutionRegionNationGlobal Human Capital Ecosystem

When individual human-capital information can be responsibly aggregated, governed and analyzed, the same intelligence architecture can support decisions beyond the individual—from workforce capability to institutional outcomes and ecosystem planning.

From Understanding to Action.

GenomeUnderstand
AIAnalyze
Intelligence GraphDiscover
Digital TwinSimulate
AI AgentsAct
HumanDecide

Ask What the Genome Can Reveal.

Build a Mini Human Capital Genome

01 — Choose your role

02 — Add 3 capabilities (0/3)

03 — Add 2 experiences (0/2)

04 — Add 1 aspiration

The Genome Is a Foundation, Not a Destination.

Human Capital Genome
Career Intelligence
Learning & Development
Opportunity Discovery
Talent Intelligence
Workforce Intelligence
AI Recommendations
Human Capital Decisions

Human Intelligence Requires Human Responsibility.

Consent

People should understand how relevant information is used.

Transparency

Important insights should be explainable.

Evidence

Claims about capability should distinguish evidence from inference.

Governance

Sensitive human-capital information requires appropriate controls.

Human Oversight

AI-supported insights should not automatically become consequential decisions.

Human Capital Genome™ in 60 Seconds

Who you are
What you know
What you can do
What you have experienced
What you want
What you could become

Connected into one evolving human-capital model.

Questions, Answered Honestly

A multidimensional human-capital model designed to connect information about a person across areas such as identity, education, capabilities, experience, evidence, aspirations, context and potential.

THE HUMAN CAPITAL GENOME™

Understand the Whole Person.
Discover What Could Come Next.

Explore how DISHA connects human-capital information into an evolving intelligence model—and see how that intelligence can connect to learning, careers, opportunities, workforce decisions and AI.