Reports

Research reports and publications.

Original empirical studies and decision frameworks from Eldris on AI adoption, workforce transformation, and operational governance. Free to download, or licensed for internal organization use.

Free report · By Dr. Jeffrey Allan · October 3, 2026

Consumer AI Trust Is Task Specific

An executive guide to deciding what consumers will let an assistant do across assistance, transaction approval, and standing authority.

Free report · By Dr. Jeffrey Allan · October 3, 2026

From AI Time Savings to Business Value

An executive guide to deciding what an AI productivity gain is worth across task speed, operational integration, and verified economic return.

Free report · By Dr. Jeffrey Allan · October 3, 2026

The Employee Side of AI Adoption

An executive guide to choosing the support, rules and workflow changes that make AI useful at work.

Free report · By Dr. Jeffrey Allan · October 3, 2026

What Enterprise AI Adoption Numbers Actually Mean

An executive guide to choosing the measures that matter across access, use, operational integration, sustained reliance, and realized business value.

Free report · By Dr. Jeffrey Allan · October 3, 2026

Why AI Adoption Benchmarks Travel Badly

An executive guide to deciding which comparisons belong in a market plan, investment case or rollout target.

How we publish

Evidence-first research, delivered for action.

Free reports

Public access with credit

Key findings, methodologies, and executive decision frameworks published openly to advance empirical clarity in enterprise AI. Free to download and share with attribution.

Licensed reports

Internal organizational use

In-depth proprietary benchmarks, quantitative datasets, and specific sector analyses licensed for internal planning, strategy, and board review without commissioning a custom study.

Need custom evidence?

Commission a dedicated study.

If your organization faces a critical investment decision, workforce transformation, or governance question that public data cannot answer, Eldris designs and executes custom research studies.

Have a question about report licensing or data?

Tell us what you need and our research team will respond within one business day.