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DISHA 4.0 HCOS
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Technical papers.

A technical publication layer for architecture papers, implementation frameworks, technical briefs, governance models and engineering documentation — versioned, dated, and honest about what is conceptual versus validated.

Where can technical and implementation readers go when they need enough depth to evaluate DISHA seriously?

Illustrative knowledge system — every asset is DISHA-original synthetic starter content until the owner's real publishing library is connected.
Browse everything

The technical library

Whitepaper DISHA-original

Inside the Human Capital Genome: A Technical Architecture

The full architecture paper: evidence objects, versioning, provenance chain and the read/write API surface of the Genome.

Governance & TrustAI & Human Capital

DISHA Architecture Team · Updated 2026-09-15 · 30 min · Cross-industry · Technical readers

Whitepaper DISHA-original

The Human Digital Twin: Change Models Without Surveillance

How capability drift is modeled from consented signals while keeping purpose limitation and minimization intact.

AI & Human CapitalGovernance & Trust

DISHA Architecture Team · Updated 2026-08-28 · 24 min · Cross-industry · Technical readers

Whitepaper DISHA-original

Integration Patterns for Workforce Intelligence: Overlay, Embedded, Connected

The four adoption patterns, their API/event contracts, failure modes and the governance model for each.

Governance & Trust

DISHA Architecture Team · Updated 2026-08-20 · 26 min · Cross-industry · Technical readers

Read / Explore
Whitepaper DISHA-original

Agent Boundaries: Designing AI That Recommends and Never Decides

The agent architecture, scope enforcement, evidence obligations and human-authority gates across the DISHA agent fleet.

AI & Human CapitalGovernance & Trust

DISHA Architecture Team · Updated 2026-09-05 · 28 min · Cross-industry · Technical readers

Read / Explore

Every paper follows the same anatomy

So technical readers know where to look — and where the honest parts live (limitations and the change log are never optional).

  1. 01Abstract
  2. 02Problem statement
  3. 03Conceptual model
  4. 04Architecture
  5. 05Data flows
  6. 06AI/ML approach
  7. 07Integration
  8. 08Security & governance
  9. 09Implementation
  10. 10Limitations
  11. 11Glossary
  12. 12References
  13. 13Change log

Version history — Genome architecture

v1.2

2026-09-15

Read/write API surface documented; provenance chain expanded

v1.1

2026-08-30

Evidence-object versioning clarified; retention controls added

v1.0

2026-08-10

First public draft of the Genome architecture (illustrative)

Technical governance: papers distinguish conceptual proposals from validated capabilities, carry version and change log, and never overstate what is implemented. Illustrative library now; real papers publish here.

Technical FAQ

Does DISHA replace our HRIS/ATS/LMS?

No — it overlays them through governed APIs and events; adoption patterns and contracts are specified in the integration paper.

Can AI make decisions here?

No — agents recommend and explain within authorized scope; decisions stay human, and every output carries evidence and a review path.