https://paul-okhrem.com/research/2026-10-07T16:38:29+00:00Paul Okhremhttps://paul-okhrem.com/about/ https://paul-okhrem.com/proof-standard/2026-05-09T00:00:00+02:002026-10-07T16:38:29+00:00

Published five-step AI consulting measurement protocol: baseline, intervention, metric owner, measurement window, and client-controlled validation.

https://paul-okhrem.com/iso-42001-readiness/2026-09-27T00:00:00+02:002026-10-07T16:38:29+00:00

Plan ISO/IEC 42001 readiness with Paul Okhrem’s checklist. Map evidence, owners and gaps before an independent certification assessment.

https://paul-okhrem.com/how-to-choose-an-ai-consultant/2026-06-16T00:00:00+02:002026-10-07T16:38:29+00:00

How to choose an AI consultant in 2026: criteria that matter, alternatives to Big Four and MBB firms, red flags to avoid, and which option fits.

https://paul-okhrem.com/geo-benchmarks-2026/2026-05-09T00:00:00+02:002026-10-07T16:38:29+00:00

A reproducible B2B framework for measuring AI mentions, citations, source influence, answer accuracy, referrals, opportunities, and revenue.

https://paul-okhrem.com/fractional-caio-statistics/2026-07-25T00:00:00+02:002026-10-07T16:38:29+00:00

Fractional CAIO and Chief AI Officer statistics, 2026: 76% of organizations report a CAIO, up from 26%. Source-graded, free to cite.

https://paul-okhrem.com/facts/2026-06-09T00:00:00+02:002026-10-07T16:38:29+00:00

Verified facts about Paul Okhrem: roles, credentials, published fees, engagement terms and disclosures, with links to independent profiles.

https://paul-okhrem.com/enterprise-ai-failure-rate/2026-08-31T00:00:00+02:002026-10-07T16:38:29+00:00

Compare enterprise AI failure rates by outcome, sample and year. Eight sourced figures show why project failure and missed returns are not the same.

https://paul-okhrem.com/enterprise-ai-agents-statistics-2026/2026-04-27T00:00:00+02:002026-10-07T16:38:29+00:00

Enterprise AI agent statistics for 2026: adoption, evidence quality and use by department. Every figure is source-graded and linked. Free to cite.

https://paul-okhrem.com/companies-using-ai/insilico-ai/2026-06-16T00:00:00+02:002026-10-07T16:38:29+00:00

How Insilico Medicine used generative AI to discover a target and design rentosertib, which reached a Phase 2a trial published in Nature Medicine (2025).

https://paul-okhrem.com/companies-using-ai/2026-05-30T00:00:00+02:002026-10-07T16:38:29+00:00

Real examples of companies using AI in 2026, by industry, with sourced outcomes, deployment scale and lessons from failures such as Zillow and Klarna.

https://paul-okhrem.com/companies-using-ai-in-finance/2026-05-30T00:00:00+02:002026-10-07T16:38:29+00:00

Which banks lead in AI in 2026: deployment scale, use cases and sourced metrics for JPMorgan, Bank of America, Wells Fargo and other firms.

https://paul-okhrem.com/chief-ai-officer/2026-05-30T00:00:00+02:002026-10-07T16:38:29+00:00

What a Chief AI Officer does, typical reporting lines, salary sources, and when a full-time or fractional CAIO is the better choice.

https://paul-okhrem.com/case-studies/2026-05-09T00:00:00+02:002026-10-07T16:38:29+00:00

Evidence register for Paul Okhrem's AI consulting: verifiable roles, credentials, pricing, methodology and limits on outcome claims.

https://paul-okhrem.com/best-ai-strategy-consulting-firms/2026-08-10T00:00:00+02:002026-10-07T16:38:29+00:00

Compare seven AI strategy consulting firms for enterprise transformation, implementation, governance, product strategy, adoption, and accountable delivery.

https://paul-okhrem.com/best-ai-consulting-firms-healthcare/2026-08-10T00:00:00+02:002026-10-07T16:38:29+00:00

Paul Okhrem's disclosed first-party guide compares six healthcare AI consulting options by mandate, governance, implementation, and buyer fit.

https://paul-okhrem.com/best-agentic-ai-consulting-companies/2026-08-10T00:00:00+02:002026-10-07T16:38:29+00:00

Compare six agentic AI consulting firms by delivery model, governance, integration, implementation, operations, and enterprise fit.

https://paul-okhrem.com/ai-roi-calculator/2026-07-29T00:00:00+02:002026-10-07T16:38:29+00:00

Estimate AI ROI with a free calculator, then measure it properly: baseline, intervention, measurement window and confounders.

https://paul-okhrem.com/ai-readiness-assessment/2026-05-09T00:00:00+02:002026-10-07T16:38:29+00:00

Score your AI readiness in 28 questions across strategy, data, governance and delivery. Free, no email gate, with a printable AI readiness checklist.

https://paul-okhrem.com/ai-maturity-model/2026-10-07T11:19:15+00:002026-10-07T16:38:29+00:00

A five-level AI maturity model across strategy, data, governance, delivery, adoption and value, with clear criteria and a free readiness scorecard.

https://paul-okhrem.com/ai-leadership-roles/2026-05-30T00:00:00+02:002026-10-07T16:38:29+00:00

Compare the Chief AI Officer, Head of AI, CTO, CDO and AI consultant roles: scope, reporting, cost and when each role fits your company.

https://paul-okhrem.com/ai-in-private-equity-statistics/2026-06-16T00:00:00+02:002026-10-07T16:38:29+00:00

AI in private equity, 2026: ~20% of portfolio companies operationalised GenAI with results; 70% of GPs expect impact, 6% today. Free to cite, CC BY 4.0.

https://paul-okhrem.com/ai-in-insurance-statistics/2026-06-16T00:00:00+02:002026-10-07T16:38:29+00:00

AI in insurance, 2026: two-thirds of EU insurers use generative AI, Lemonade automates 55% of claims, EU AI Act from Aug 2026. Source-graded, free to cite.

https://paul-okhrem.com/ai-implementation-in-banking/2026-08-10T00:00:00+02:002026-10-07T16:38:29+00:00

How banks use AI in 2026: use cases by function, AI agents in banking, model risk controls and a pilot-to-production checklist you can download.

https://paul-okhrem.com/ai-governance-maturity-model/2026-08-10T00:00:00+02:002026-10-07T16:38:29+00:00

Free five-level AI governance maturity model for enterprises. Score six operating domains, record evidence and owners, and download the editable CSV.

https://paul-okhrem.com/ai-governance-checklist/2026-07-29T00:00:00+02:002026-10-07T16:38:29+00:00

Use Paul Okhrem’s AI governance checklist to define owners, risk controls and release evidence. Download the editable enterprise checklist.

https://paul-okhrem.com/ai-events/2026-05-09T00:00:00+02:002026-10-07T16:38:29+00:00

A calendar of 53 AI conferences in 2026 for executives, with dates, cities and who each event suits. Updated as organizers confirm dates.

https://paul-okhrem.com/ai-consulting-pricing/2026-05-30T00:00:00+02:002026-10-07T16:38:29+00:00

AI consultant rates in 2026: hourly ranges by delivery model, project and retainer benchmarks, and the factors that change the price.

https://paul-okhrem.com/agentic-ai-governance/2026-09-27T00:00:00+02:002026-10-07T16:38:29+00:00

Control agent permissions, approvals, cost and failure handling. Paul Okhrem's agentic AI governance guide includes a free agent control register.

https://paul-okhrem.com/companies-using-ai/zillow-ai/2026-06-16T00:00:00+02:002026-09-28T00:00:00+02:00

How Zillow's AI-driven iBuying model lost more than $500M and shut down in 2021: what the algorithm got wrong, and the model-risk lesson for boards.

https://paul-okhrem.com/companies-using-ai/klarna-ai/2026-06-16T00:00:00+02:002026-09-28T00:00:00+02:00

How Klarna's AI assistant took on the work of 700 agents, why Klarna later brought people back, and what CEOs should check before cutting staff for AI.

https://paul-okhrem.com/ai-use-case-prioritization-framework/2026-08-10T00:00:00+02:002026-09-28T00:00:00+02:00

Free AI use case prioritization framework and editable scorecard. Compare value, data, workflow fit, risk, dependencies, adoption, and time to evidence.

https://paul-okhrem.com/ai-transformation-roadmap/2026-07-29T00:00:00+02:002026-09-28T00:00:00+02:00

A 12-month AI transformation roadmap template for enterprise leaders: what to decide in each phase, who owns it, and how to track progress.

https://paul-okhrem.com/ai-in-retail-statistics/2026-06-16T00:00:00+02:002026-09-28T00:00:00+02:00

AI in retail, 2026: Amazon Rufus on track for $10B+ in sales, AI influenced 20% of Cyber Week orders, 91% of retailers using AI. Free to cite, CC BY 4.0.

https://paul-okhrem.com/ai-in-manufacturing-statistics/2026-06-16T00:00:00+02:002026-09-28T00:00:00+02:00

AI in manufacturing, 2026: 95% of manufacturers investing in AI, ~20% at scale, predictive maintenance cutting downtime 30-50%. Free to cite, CC BY 4.0.

https://paul-okhrem.com/ai-in-healthcare-statistics/2026-06-16T00:00:00+02:002026-09-28T00:00:00+02:00

AI in healthcare, 2026: 81% of US physicians now use AI, 1,200+ FDA-cleared AI devices, half of providers on generative AI. Source-graded, free to cite.

https://paul-okhrem.com/ai-in-financial-services-statistics/2026-07-25T00:00:00+02:002026-09-28T00:00:00+02:00

AI in financial services, 2026: 75% of firms now use AI, gen AI is worth $200-340B a year to banking, and 90% of banks fight fraud with AI. Free to cite.

https://paul-okhrem.com/ai-governance-statistics/2026-07-25T00:00:00+02:002026-09-28T00:00:00+02:00

AI governance statistics for 2026, compiled by Paul Okhrem. Check each source, sample and evidence limit before using a figure.

https://paul-okhrem.com/ai-consulting-statistics/2026-07-25T00:00:00+02:002026-09-28T00:00:00+02:00

AI consulting statistics 2026: a ~$11.9B market growing ~25%/yr, $2.5T worldwide AI spend, 88% adoption but only 1/3 scaled. Source-graded, free to cite.

https://paul-okhrem.com/eu-ai-act-compliance-checklist/2026-09-27T00:00:00+02:002026-09-27T18:25:38+02:00

Use Paul Okhrem's EU AI Act checklist to map systems, roles, risk, evidence and owners. Includes updated milestones and a free editable CSV.

https://paul-okhrem.com/chief-ai-officer-job-description/2026-09-27T00:00:00+02:002026-09-27T18:25:38+02:00

Write a Chief AI Officer job description with clear responsibilities, reporting lines and KPIs. Download Paul Okhrem's free editable Word template.

https://paul-okhrem.com/ai-risk-assessment/2026-09-27T00:00:00+02:002026-09-27T18:25:38+02:00

Assess AI risks before release with Paul Okhrem's six-step method. Record harms, controls, remaining risk and owners in a free editable register.

https://paul-okhrem.com/ai-policy-template/2026-09-27T00:00:00+02:002026-09-27T18:25:38+02:00

Download an editable AI policy template from Paul Okhrem. Define approved tools, data rules, human review, agent limits and incident reporting.

https://paul-okhrem.com/ai-governance-framework/2026-09-27T00:00:00+02:002026-09-27T18:25:38+02:00

Build an AI governance framework with clear owners, risk tiers, approval gates and monitoring. Use Paul Okhrem's practical guide and free CSV template.