CAREER INTELLIGENCE
See the Connections Behind Every Career.
Careers are not linear ladders. They are networks of skills, experiences, learning, opportunities, people and choices. The Career Intelligence Graph™ connects those relationships to help DISHA discover pathways, identify possibilities and navigate human-capital opportunity.
See How Your Digital Twin ConnectsPerson
Click a node — the more you explore, the more connections become visible.
A Career Is Not a Destination.
It Is a Network of Possibilities.
A job title tells you where someone works today. A career is much larger. It connects skills, education, experience, roles, industries, organizations, learning pathways, opportunities, aspirations and people. The Career Intelligence Graph™ is designed to connect those relationships—so DISHA can help people and organizations explore what is possible, and understand the pathways between where they are and where they want to go.
THE LIMIT OF LISTS
A List Can Tell You What Exists. A Graph Can Show You What Connects.
Traditional career platforms often organize information into separate lists: jobs, courses, skills, occupations, companies, credentials. Lists are useful. But a career decision rarely depends on one item. It depends on the relationships between them.
FROM SEARCH → DISCOVERY
Not a Better Search Engine. A Different Question.
Traditional search
“Find Product Manager jobs.”
Returns:
JobsGraph intelligence
“What pathways could take me from my current capability profile toward Product Management?”
Returns:
A Connected Map of Human-Capital Possibilities
The Career Intelligence Graph™ represents relationships among people, capabilities, skills, learning, occupations, roles, organizations, industries and opportunities. By connecting these elements, DISHA can reason about pathways rather than treating every career decision as an isolated search.
The Graph's Core Nodes
Eleven node families, one connected map. Click a node.
Person
Who is navigating the graph?
Explore the Career Graph
IllustrativeOne person, one graph, many connections. Click a role, a skill or a goal — the graph highlights what connects to it.
Illustrative Career Intelligence Graph — Maya is not a real person and these are illustrative connections.
MAYA
Product Analyst
The graph expands…
Current capabilities
Roles
Learning
Opportunities
Future exploration
FROM ONE NODE TO A CAREER PATHWAY
A Journey Generated From Graph Relationships.
Follow one connection at a time — from a current role to a possible one.
Current
Product Analyst
Capability
Product analytics
Development
Strategic thinking
Experience
Product strategy project
Adjacent role
Senior Product Analyst
Target exploration
Product Strategy
Possible role
Product Manager
THE GRAPH HAS NO SINGLE “RIGHT PATH”
There Is Rarely Only One Way Forward.
A person wants Product Management. The Graph might reveal several routes — branching out, and reconnecting at the destination.
Path A
Path B
Path C
Path D
Path E
The Graph reveals pathways. The person chooses the direction.
SEE THE CAREER GRAPH IN ACTION
What If Career Discovery Was About Connections, Not Just Search?
How the Career Graph works · 90–120 seconds · reserved film slot
Don't just search for the next job. Understand the network behind the next career move.
CHANGE ONE NODE
What Happens When One Connection Changes?
The Genome page asks what if one thing changed about the person. The Twin asks what if one thing changed in time. The Graph asks what happens when one connection changes.
Add a skill:
Generative AI
The graph updates:
New roles
New learning
New industries
New opportunities
New pathways
Illustrative demonstration — one change ripples across roles, learning, industries, opportunities and pathways.
Careers Branch. Careers Merge. Careers Change Direction.
The same person's path can split, reconnect and point somewhere new — because the capabilities underneath travel.
Skills can travel between careers.
SKILLS ARE THE BRIDGES
Skills Connect Careers That Job Titles Separate.
Data Analysis connects all six:
Communication connects all six:
A skill can be a bridge between seemingly unrelated career destinations.
Explore Skills IntelligenceLEARNING IS PART OF THE GRAPH
Development Connected to Destination — Not a Separate Catalogue.
Career goal
Capability gaps
Learning pathways
Evidence
Career pathway
Learning belongs inside career intelligence — connected to where it can lead.
Explore Learning IntelligenceThe Graph Connects Possibility to Action.
A person might discover:
The Graph becomes a bridge between:
Intelligence↔OpportunityFROM QUESTION TO GRAPH
Start With a Question. Let the Graph Find the Connections.
The Graph Knows What Is Connected. The Genome Helps It Understand Who You Are.
Genome
describes the person
Career Intelligence Graph
matches those characteristics against
Output
Time + Connections + Reasoning
One model of the person, locked across DISHA
Genome
Who I Am
Digital Twin
How I Am Evolving
Career Intelligence Graph
What Is Connected
AI Command Center
What I Can Explore
Human Capital Genome™ says: “A person is more than a profile.”
Human Digital Twin™ says: “A person is more than a snapshot.”
Career Intelligence Graph™ says: “A career is more than a job title.”
When the Graph Meets AI
AI can reason across graph relationships — traversing them the way a thoughtful counselor would.
A person asks:
“I want to move from pediatric healthcare into health-tech product management.”
The system could conceptually traverse:
The AI responds:
“Here are several pathways you could explore.”
Not:
“This is the career you should choose.”
Multi-Dimensional Career Discovery
Filter the graph through nine lenses — a far more powerful discovery model than searching by job title.
What can I do?
How Far Is the Next Career Move?
Not physical distance — conceptual distance. How much capability and experience sits between where someone is and where they could go.
Very Close
High capability overlap
e.g. Senior Product AnalystAdjacent
Some capability development required
e.g. Product OperationsEmerging
Meaningful transition
e.g. Product StrategyTransformational
Major capability and experience shift
e.g. Healthcare Product ManagementConceptual bands for orientation — not a validated numerical score.
Build a Path From Here to There.
Pick a starting point, a direction and what matters most — the Graph assembles an illustrative pathway.
Where are you now?
Where do you want to explore?
What matters most?
The Same Graph, Many Perspectives
Individual
“Where can I go?”
From Individual Careers to Workforce Intelligence
The same graph relationships that help one person explore a career can, when appropriately aggregated and governed, help organizations and ecosystems understand capability supply, demand and pathways.
Build Your Own Career Graph
Four choices — the Graph assembles an illustrative picture of what could connect.
Step 1 — Choose your current role
Step 2 — Choose three skills (0/3)
Step 3 — Choose one career aspiration
Step 4 — Choose one industry
Intelligence Can Show Possibilities. People Still Choose.
Career intelligence should expand the range of possibilities a person can see—not make the decision for them. A graph can reveal relationships, pathways and options. It cannot know every dimension of a person's life, values, circumstances or aspirations. DISHA should therefore use graph intelligence to support exploration and informed decision-making while preserving human agency.
How the Career Intelligence Graph Works
Graph entities
Relationships
Every Important Connection Should Have a Reason.
When the system says:
Product Analyst → Product Manager
…you should be able to ask:
A Career Graph Must Not Become a Career Cage.
Human agency
The graph expands choices rather than prescribing them.
Transparency
Important relationships should be understandable.
Evidence
Connections should distinguish evidence from inference.
Fairness
Career pathways should be evaluated for potential bias and exclusion.
Privacy
Human-capital information should be used according to appropriate permissions and governance.
The purpose of intelligence is to expand possibility—not narrow it without explanation.
PRODUCT DEMO
Build a Career Path in 60 Seconds
Build a career path · 60–75 seconds · reserved film slot
Your next career move may be closer—or more connected—than you think.
Questions, Answered Honestly
A connected intelligence model representing relationships among people, skills, learning, careers, roles, organizations, industries and opportunities.
CAREER INTELLIGENCE GRAPH™
Don't Just Ask Where You Can Go.
Explore What Connects You There.
Discover the skills, learning, experiences, roles and opportunities connected to your next possibility.