Skip to content
DISHA 4.0 HCOS
A presenter walking a seminar audience through an analysis on screen

RESOURCES → KNOWLEDGE → REPORTS

Industry reports.

A recurring intelligence publication for market, workforce, industry and technology reports that turn broad signals into structured executive understanding — periodic, versioned and comparable across editions.

What is changing across industries, workforce systems and human capital — and what does the evidence suggest organizations should examine?

Illustrative knowledge system — every asset is DISHA-original synthetic starter content until the owner's real publishing library is connected.
Back to the Knowledge universe

Latest report · Annual flagship · Edition v3.0 · 2026-09-20

The Capability Observatory — Annual Edition 2026

The flagship: what changed across workforce systems this year — key findings, trend analysis, scenario implications and the full methodology, with limitations attached.

Executive summary
Capability changed faster than hiring systems again; the lag is measurable and rising in three of five tracked settings (illustrative).
Key findings
Task-first models outperform title-based baselines; qualification currency predicts deployment reliability; governance maturity separates adopters.
Context
Technology transition, demographic turnover and constrained pipelines — the standing conditions of 2026.
Methodology
Synthetic longitudinal simulation over five industry settings; task-evidence modeling vs credential-only baseline; quarterly checkpoints.
Data/sources
Synthetic cohort (2,400 histories); DISHA-origin patterns; NO real customer or market data is claimed.
Trend analysis
Coverage up, currency stable, succession still the weakest signal (see the dashboard below).
Scenario analysis
Two scenarios — accelerate-reskilling vs buy-the-market — compared under identical constraints.
Implications
What organizations should EXAMINE next: baselines, currency mechanics, succession exposure.
Limitations
Simulated settings; not a causal field study; not a forecast of any real organization's outcomes.
References
DISHA-original research notes; no external claims are implied or cited.

Trend dashboard — illustrative data story

Capability coverage68% · v3.0 (2026)
Qualification currency91% · v3.0 (2026)
Succession coverage38% · v3.0 (2026)

Editions are comparable by construction: same definitions, same populations, same periods. Synthetic data — the live report renders your validated data.

The reports observatory

All report series · category grouping arrives with each new edition

Report DISHA-original

The Capability Observatory — Annual Edition 2026

The flagship: what changed across workforce systems this year — key findings, trend analysis, scenario implications and the full methodology, with limitations attached.

Future of WorkAI & Human Capital

DISHA Research Desk · Updated 2026-09-20 · 35 min · Cross-industry · Institutions

Read / Explore
Report DISHA-original

Manufacturing Workforce Monitor — Q3 2026

Quarterly signals on capability coverage, automation transitions and readiness in manufacturing settings (illustrative data story).

Workforce

DISHA Research Desk · Updated 2026-09-05 · 18 min · Manufacturing · Employers

Read / Explore
Report DISHA-original

The Skills Half-Life Tracker — Series 1

A recurring measurement series on how fast capability expires by occupation family — and what the evidence suggests organizations examine.

Skills & Readiness

DISHA Research Desk · Updated 2026-08-22 · 16 min · Cross-industry · Employers

Read / Explore
Report DISHA-original

Agentic AI in Workforce Systems — Technology Report

What agentic architectures change in workforce tooling, where boundaries must hold, and which governance questions to ask any vendor.

AI & Human CapitalGovernance & Trust

DISHA Architecture Team · Updated 2026-08-08 · 22 min · Cross-industry · Technical readers

Read / Explore

Methodology & data sources

Every edition publishes its population, period, method and evidence base — and separates external findings from DISHA analysis. Reports connect macro trends to Industry and Solution pages without implying external findings validate DISHA.

The methods behind the numbers →

Previous editions

  • v3.0 — 2026 · current (this page's dashboard)
  • v2.0 — 2025 · archived edition, same definitions
  • v1.0 — 2024 · first edition (comparison toggle above)

Obsolete editions are archived and redirected — never silently rewritten.

Report governance: owner, expert review, source discipline, version history and an explicit external-vs-DISHA split. Illustrative editions now; real recurring intelligence publishes here.