RESOURCES → KNOWLEDGE → RESOURCE CENTER
A living knowledge gateway organized by user intent, topic, audience, industry, format, maturity and action — not merely publication date. Search, browse by need, follow guided paths or ask DISHA directly.
How can a visitor find the right DISHA knowledge asset without understanding DISHA's internal taxonomy?
Type what you're trying to do — "readiness", "integration", "education" — not taxonomy terms. This demo search runs client-side over the illustrative library below; the live gateway searches the full publishing corpus server-side.
22 assets found · illustrative library
Why the lag between capability change and hiring response is the quiet productivity tax — and what a task-first operating model does about it.
Field Notes Editors · Updated 2026-09-21 · 7 min · Cross-industry · Employers
What changes when 'ready' means evidenced, current and constraint-aware instead of a score a manager argues with.
Field Notes Editors · Updated 2026-09-14 · 5 min · Cross-industry · Institutions
A working distinction between systems that explain human decisions and systems that hide them — with governance questions to ask any vendor.
Field Notes Editors · Updated 2026-09-07 · 8 min · Cross-industry · Employers
Notes from rotation-constrained workforces — location, fatigue and certification interact, and naive planning pays for it.
Field Notes Editors · Updated 2026-08-31 · 6 min · Cross-industry · Employers
Task-based work is restructuring how capability accumulates — and why portable evidence is the missing institution.
Field Notes Editors · Updated 2026-08-24 · 6 min · Cross-industry · Individuals
Supervised, evidenced practice beats lecture hours for capability formation — a pragmatic bridge for graduate employability.
Field Notes Editors · Updated 2026-08-17 · 5 min · Cross-industry · Institutions
An 18-month illustrative study comparing credential-based and evidence-based readiness signals across five industry settings.
DISHA Research Desk · Updated 2026-09-18 · 22 min · Cross-industry · Technical readers
How certification currency, roster constraints and ramp demand interact in mining, maritime and healthcare settings (synthetic simulation).
DISHA Research Desk · Updated 2026-08-29 · 18 min · Cross-industry · Technical readers
A synthesis of regulatory guidance and academic literature on explainable automated employment decisions, 2019–2026.
DISHA Research Desk · Updated 2026-08-12 · 25 min · Cross-industry · Technical readers
The canonical methods behind DISHA research objects: task decomposition, evidence capture, readiness modeling and validation designs.
DISHA Research Desk · Updated 2026-09-02 · 12 min · Cross-industry · Technical readers
The full architecture paper: evidence objects, versioning, provenance chain and the read/write API surface of the Genome.
DISHA Architecture Team · Updated 2026-09-15 · 30 min · Cross-industry · Technical readers
How capability drift is modeled from consented signals while keeping purpose limitation and minimization intact.
DISHA Architecture Team · Updated 2026-08-28 · 24 min · Cross-industry · Technical readers
The four adoption patterns, their API/event contracts, failure modes and the governance model for each.
DISHA Architecture Team · Updated 2026-08-20 · 26 min · Cross-industry · Technical readers
The agent architecture, scope enforcement, evidence obligations and human-authority gates across the DISHA agent fleet.
DISHA Architecture Team · Updated 2026-09-05 · 28 min · Cross-industry · Technical readers
Baseline mapping, cross-training redesign and qualification gates — the journey, the before/after workflow and the honest limitations.
Evidence & Application Group · Updated 2026-09-10 · 14 min · Manufacturing · Employers
Credential currency, ward-level coverage and surge rosters — how readiness views change staffing conversations.
Evidence & Application Group · Updated 2026-08-25 · 12 min · Healthcare · Employers
Node-level capability planning, cross-training pathways and the measured (illustrative) change in deployment lead time.
Evidence & Application Group · Updated 2026-08-15 · 11 min · Cross-industry · Employers
From enrollment to employment evidence: curriculum-to-task mapping, employer feedback loops and outcome disclosure.
Evidence & Application Group · Updated 2026-08-08 · 13 min · Cross-industry · Institutions
The flagship: what changed across workforce systems this year — key findings, trend analysis, scenario implications and the full methodology, with limitations attached.
DISHA Research Desk · Updated 2026-09-20 · 35 min · Cross-industry · Institutions
Quarterly signals on capability coverage, automation transitions and readiness in manufacturing settings (illustrative data story).
DISHA Research Desk · Updated 2026-09-05 · 18 min · Manufacturing · Employers
A recurring measurement series on how fast capability expires by occupation family — and what the evidence suggests organizations examine.
DISHA Research Desk · Updated 2026-08-22 · 16 min · Cross-industry · Employers
What agentic architectures change in workforce tooling, where boundaries must hold, and which governance questions to ask any vendor.
DISHA Architecture Team · Updated 2026-08-08 · 22 min · Cross-industry · Technical readers
Ask DISHA — answers grounded in this library
The assistant retrieves matching glossary terms and knowledge assets first, answers only from them, and shows its citations. If the library doesn't cover it, DISHA says so — it never invents sources.
Why the lag between capability change and hiring response is the quiet productivity tax — and what a task-first operating model does about it.
Field Notes Editors · Updated 2026-09-21 · 7 min · Cross-industry · Employers
What changes when 'ready' means evidenced, current and constraint-aware instead of a score a manager argues with.
Field Notes Editors · Updated 2026-09-14 · 5 min · Cross-industry · Institutions
Notes from rotation-constrained workforces — location, fatigue and certification interact, and naive planning pays for it.
Field Notes Editors · Updated 2026-08-31 · 6 min · Cross-industry · Employers
A synthesis of regulatory guidance and academic literature on explainable automated employment decisions, 2019–2026.
DISHA Research Desk · Updated 2026-08-12 · 25 min · Cross-industry · Technical readers
The four adoption patterns, their API/event contracts, failure modes and the governance model for each.
DISHA Architecture Team · Updated 2026-08-20 · 26 min · Cross-industry · Technical readers
Node-level capability planning, cross-training pathways and the measured (illustrative) change in deployment lead time.
Evidence & Application Group · Updated 2026-08-15 · 11 min · Cross-industry · Employers
A recurring measurement series on how fast capability expires by occupation family — and what the evidence suggests organizations examine.
DISHA Research Desk · Updated 2026-08-22 · 16 min · Cross-industry · Employers
Why the lag between capability change and hiring response is the quiet productivity tax — and what a task-first operating model does about it.
Field Notes Editors · Updated 2026-09-21 · 7 min · Cross-industry · Employers
The flagship: what changed across workforce systems this year — key findings, trend analysis, scenario implications and the full methodology, with limitations attached.
DISHA Research Desk · Updated 2026-09-20 · 35 min · Cross-industry · Institutions
An 18-month illustrative study comparing credential-based and evidence-based readiness signals across five industry settings.
DISHA Research Desk · Updated 2026-09-18 · 22 min · Cross-industry · Technical readers
The full architecture paper: evidence objects, versioning, provenance chain and the read/write API surface of the Genome.
DISHA Architecture Team · Updated 2026-09-15 · 30 min · Cross-industry · Technical readers
Not sure where to start? Follow a path — each stop is a page in the six-job knowledge system, in the order that builds understanding fastest.
Path 01
For technical and procurement readers
Path 02
For workforce and HR leaders
Path 03
For individuals
Every asset carries explicit relations — the concept it explains, the deeper proof behind it, the story that verifies it. The live gateway renders this graph interactively; the static version below shows the spine.
Governed publishing: every asset carries type, topic, audience, industry, format, evidence level, updated date and owner. AI answers must cite assets — never invent findings. Illustrative library now; real publishing replaces it asset by asset.
NaviBuddy™ · first-visit tour — 1 of 5
The knowledge library
Insights, research, whitepapers, case studies, reports, webinars, videos and the glossary — searchable here, with the library labeled illustrative in the current build.
