ABOUT US · EXPLORE → Why DISHA
One Human-Capital Intelligence System. Many Stakeholder Outcomes.
DISHA connects people, skills, opportunities, evidence and action so that every stakeholder can work from a more complete picture of human potential.
Value architecture
Six layers of visible value
01 · Visibility
Problem: Human-capital information is fragmented
DISHA: Connect approved evidence and context
A more coherent view
02 · Intelligence
Problem: Records do not explain relationships
DISHA: Genome, Graph, Twin and Knowledge layers
Meaning behind data
03 · Readiness
Problem: Goals are disconnected from current capability
DISHA: Contextual readiness and gap analysis
A clearer path from now to next
04 · Action
Problem: Insights often stop at dashboards
DISHA: AI agents and workflow orchestration
Movement from insight to action
05 · Learning
Problem: Outcomes are not fed back
DISHA: Evidence and outcome loops
Continuously updated intelligence
06 · Trust
Problem: High-impact decisions need provenance
DISHA: Evidence, governance and human oversight
More auditable decision support
Signature interaction — try it
Find Your Value
Who are you? What are you trying to accomplish? At what scale? Your answers build a compact value map — capabilities, workflows and the next action. Selection changes the journey.
1 · Who are you?
2 · What are you trying to accomplish?
3 · At what scale?
Your value map — Enterprise / Corporate
Workflow shape: Gap analysis → targeted intervention → verification
Next action: Open Workforce Intelligence for the team view
Illustrative mapping — your real journey is configured with you.
The 12-persona value matrix
Every stakeholder, one intelligence layer
Student / Trainee
Job: Understand capability and build toward a goal
DISHA value: Personalized pathways, evidence-aware progress, opportunity discovery
Learners & Mentors
Educator / Instructor
Job: Understand and improve learner development
DISHA value: Learning intelligence, diagnostic evidence and curriculum alignment
Learners & Mentors
Parent / Guardian
Job: Understand progress and support decisions
DISHA value: Transparent progress context and guided next steps
Learners & Mentors
Counsellor / Mentor
Job: Scale individualized guidance
DISHA value: Structured guidance workflows, readiness context and opportunity mapping
Learners & Mentors
Career Professional
Job: Navigate skills and career movement
DISHA value: Skills-gap intelligence, mobility pathways and opportunity context
Learners & Mentors
Enterprise / Corporate
Job: Build and deploy needed capability
DISHA value: Talent, skills, workforce and decision intelligence
Institutions & Industry
Academia / University Leadership
Job: Align education with outcomes and ecosystem needs
DISHA value: Programme, skills, outcomes and industry intelligence
Institutions & Industry
SME
Job: Access capability without enterprise complexity
DISHA value: Practical talent discovery, validation and learning workflows
Institutions & Industry
Government Organization
Job: Understand regional capability and opportunity
DISHA value: Population-level intelligence, programme and policy support
Ecosystem Partners
Financial Institution / Lender
Job: Connect financing with verified progress
DISHA value: Evidence-linked programme and milestone intelligence
Ecosystem Partners
EdTech Provider
Job: Integrate content and intelligence
DISHA value: APIs, SDKs, learning-record interoperability and ecosystem connectivity
Ecosystem Partners
Global Mobility / Visa Consultant
Job: Map capability across borders
DISHA value: Qualification, credential and mobility intelligence
Ecosystem Partners
Learners & Mentors
“Know yourself. Build capability. Navigate possibility.”
Institutions & Industry
“See capability. Close gaps. Deploy talent.”
Ecosystem Partners
“Connect systems. Extend intelligence. Expand opportunity.”
Value proof, not marketing assertion
Every claim wears its evidence state
Quantitative claims only survive on this page with a visible evidence state — measured pilot, customer-reported result, modeled scenario, benchmark or illustrative target. If evidence is unavailable, we state the capability instead.
3.5× faster skill acquisition
Illustrative targetModeled target from the learning-evidence loop — not a measured customer result.
70% reduction in grading time
Capability statementStated as capability: AI-assisted assessment workflows can remove manual grading steps; no measured figure is claimed.
60% lower hiring friction
Modeled scenarioScenario output of the evidence-aware shortlist flow — assumptions shown in the product.
85% default-risk reduction
Capability statementStated as capability for evidence-linked milestone financing; no measured figure is claimed.
Before / with DISHA — neutral workflow comparisons
Before: fragmented evidence → disconnected goals → dashboards without movement → unaudited calls.
With DISHA: connected evidence → readiness → pathway → opportunity → governed action → outcome evidence → learning loop.