All reports

85 reports

Challenger · Oct 2026Challenger Report: September Layoff Plans Fall to 43,281; Seasonal Hiring Muted

AI remains the most-cited reason for announced U.S. layoffs in 2026, though September cuts tied to AI were 3,961, about 9% of the month's total.WorkforceLabor data

Bain · Sep 2026Technology Report 2026

Leaders expect a 95% developer productivity uplift in 1–2 years; current gains are 20–27%. Bain says AI moves bottlenecks into review and coordination.StrategyExecutive survey

KPMG · Sep 2026Global AI Pulse Q3 2026: AI at scale: Accountability, resilience and economics

34% report significant employee adoption of AI agents, up from 25% in Q1 2026.AgentsExecutive survey

EY · Sep 2026EY AI Risk and Governance Survey 2026

98% of large US public companies have AI governance policies, but 47% have skipped the process for urgent deployments and 36% reported a materially harmful AI incident.Governance & riskExecutive survey

Ramp · Sep 2026Ramp AI Index, September 2026: Cracks in the AI Thesis, Part 2

Business AI adoption keeps rising but more slowly; heavy spenders cut per-employee AI spend as token prices fell 41% from their 2026 peak.Spending & investmentUsage data

Gartner · Sep 2026Gartner Survey Finds Only 22% of Organizations Have Successfully Scaled AI Across Multiple Business Units (press release)

85% of functional leaders plan to increase AI spending in 2026 after allocating an average 12% of functional budgets to AI in 2025.AdoptionExecutive survey

New York Fed · Sep 2026Businesses Are Using AI to Transform Work, Not Cut Jobs

AI use among regional firms jumped again in 2026, but layoffs stayed rare; retraining remains the main workforce response.WorkforceExecutive survey

McKinsey · Aug 2026The state of AI in 2026: On the road to ROI

80% say AI improved their individual productivity, yet only about 6% are AI high performers, flat since 2025.ROI & valueMixed survey

OpenAI · Aug 2026Enterprise Signals: What Frontier Firms Are Doing Differently

OpenAI usage data shows agent use overtaking chat in enterprises, and the heaviest-using firms pulling further ahead of typical ones.AgentsUsage data

CBIZ · Aug 2026Mid-Market Pulse No. 3, 2026: AI Adoption Surges as Healthcare Costs Rise

63% of organizations are actively exploring, piloting or implementing AI.Mid-marketExecutive survey

Stanford DEL · Aug 2026Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of Artificial Intelligence

ADP payroll data show young workers in AI-exposed jobs falling behind since late 2022, mostly through less hiring, while older workers are unaffected.WorkforceLabor data

IBM · Jul 2026Cost of a Data Breach Report 2026

Breach costs hit a record $4.99M; AI-enabled attacks rose 56% and heavy use of security AI saved $1.93M per breach.Governance & riskField study

NCMM · Jul 2026Mid-Year 2026 Middle Market Indicator

Year-over-year revenue growth held at 11% while employment growth slowed to 7.2%, its lowest post-pandemic level.Mid-marketExecutive survey

Veracode · Jul 20262026 GenAI Code Security Report

AI models now write syntactically correct code nearly always, but about 44% of generated code still carried a known vulnerability.Governance & riskBenchmark

Accenture · Jul 2026Pulse of Change (July 2026)

82% of C-suite leaders are increasing AI investment; 49% of companies are piloting or deploying AI agents.ROI & valueMixed survey

Deloitte · Jul 2026CFO Signals Q2 2026: AI governance and risk management

59% say balancing pressure to deploy AI quickly with managing risk is their top AI-governance challenge.StrategyExecutive survey

DX · Jul 2026State of AI Impact in Engineering: Q2 2026 Report

AI now writes 52.7% of code and AI spend rose ~28x in tech, but time on new features stayed flat and change confidence fell 6.1%.ProductivityUsage data

Domino · Jul 2026The Fifth Annual Domino Enterprise AI Report

ROI lagging spend held at 57% for a second year, and 41% run agentic AI without governance in place.ROI & valueExecutive survey

RSM · Jul 2026RSM Middle Market AI Survey 2026: U.S. and Canada

86% have partially or fully integrated AI into operations, and 97% say they are satisfied with the business value AI delivers.Mid-marketExecutive survey

Yale Budget Lab · Jul 2026Tracking the Impact of AI on the Labor Market

Monthly tracker using federal survey data finds the US job mix is not yet shifting in ways that line up with AI adoption.WorkforceGovernment statistics

Indeed Hiring Lab · Jul 2026AI and Job Postings: From Destruction to Creation?

Postings in AI-exposed jobs fell most from 2022 to 2026 but have rebounded most in the past year, led by senior and AI-titled roles.WorkforceLabor data

Schwab · Jul 20262026 RIA Benchmarking Study

Top Performing Firms use AI to automate time-consuming, manual workflows 31% of the time versus 19% for other firms.Professional servicesBenchmark

Ramp · Jun 2026A New Look at AI's Impact on Jobs: Firm-Level AI Spending and Workforce Adjustment

Linking real AI spending to headcount, Ramp and Revelio Labs find heavy AI spenders grew staff, including entry-level roles, after a 6–12 month lag.WorkforceUsage data

Anthropic · Jun 2026Anthropic Economic Index report: Cadences

Over one-third of respondents expect AI to handle most or nearly all of their work tasks within 12 months.WorkforceUsage data

Thomson Reuters · Jun 2026Future of Professionals Report 2026

74% of professionals use AI tools several times a week; 44% rely on them multiple times a day.Professional servicesMixed survey

U.S. Bank · Jun 2026The Small Business Perspective 2026 (U.S. Bank Small Business Survey)

Owners most often apply AI to marketing and sales (56%), data analysis (51%), content creation (51%) and automation (44%).AdoptionSmall business survey

PwC · Jun 20262026 Global AI Jobs Barometer: Two futures for jobs in an AI era

Most AI-exposed companies grew headcount 52% vs 36% for least exposed (2018 baseline), with higher wage growth (24% vs 17%).WorkforceLabor data

Glean · Jun 2026Work AI Index 2026: Botsitting, Botshitting & the Hidden Human Labor of AI at Work

Workers report 11 hours a week saved but 6.4 hours spent supervising and fixing AI; only 13% see significant organizational gains.ProductivityWorker survey

CPA.com · Jun 2026AI Tax Research Solution Outlook Report 2026

60% use AI for tax research at least weekly, nearly double the 33% reported in 2025.Professional servicesMixed survey

BCG · Jun 2026AI at Work 2026: Why Strategy Matters More Than Tools

42% of frontline regular AI users save about eight hours a week, but 66% get limited or no guidance on using that time.WorkforceWorker survey

Minneapolis Fed · May 2026AI adoption in business grows steadily but unevenly

Nationally, AI use in producing goods or services was about 10% in late 2025; under the broader question it reached 20% in early 2026.Minnesota & MidwestGovernment statistics

Census Bureau · May 2026Large Firms With at Least 20 Employees Biggest AI Users (America Counts story, Business Trends and Outlook Survey)

37% of firms with 250+ employees and 32% of firms with 100–249 employees reported using AI.AdoptionGovernment statistics

Deltek · May 202647th Annual Deltek Clarity Architecture & Engineering Industry Study

AI adoption among A&E firms rose from 53% to 70% year over year; generative AI use rose from 64% to 78%.Professional servicesBenchmark

Deltek · May 202617th Annual Deltek Clarity Government Contracting Industry Study

90% are using or planning to use AI in at least one business function in 2026.AdoptionBenchmark

Microsoft · May 20262026 Work Trend Index: Agents, human agency, and the opportunity for every organization

Only 19% of AI users work where individual capability and organizational readiness reinforce each other (Microsoft's 'Frontier' zone).WorkforceWorker survey

IBM · May 20262026 CEO Study: 5 plays for AI-first transformation

76% of organizations now have a Chief AI Officer, up from 26% a year earlier.StrategyExecutive survey

Grant Thornton · Apr 20262026 AI Impact Survey Report: The AI Proof Gap

Organizations with fully integrated AI report revenue growth far more often than those still piloting: 58% vs 15%.Governance & riskExecutive survey

Stanford HAI · Apr 2026The 2026 AI Index Report

Global corporate AI investment reached $581.7 billion in 2025, up about 130% from the prior year.AdoptionData compilation

Federal Reserve · Apr 2026Monitoring AI Adoption in the U.S. Economy (FEDS Notes)

About 78% of the labor force works at firms that have adopted AI (SBU, employment-weighted), and about 54% at firms using LLMs.AdoptionAnalysis

Atlanta Fed · Mar 2026How Might AI Change the Workplace? Evidence from Corporate Executives (Policy Hub: Macroblog)

More than 80% of firms expect to invest in AI in 2026; about 30% of large firms expect to spend over $1 million.AdoptionExecutive survey

Promethean · Mar 2026State of Digital Services 2026: An Uneven Return to Form

Average digital agency revenue grew 7.5% in 2025, with large agencies rebounding and small agencies growing slowest.Professional servicesBenchmark

SPI Research · Feb 20262026 Professional Services Maturity Benchmark

Billable utilization fell to 66.4% in 2025, the lowest in the benchmark's history and below SPI's 70–75% targets.Professional servicesBenchmark

St. Thomas · Feb 2026The Highest Worker Exposure in the Midwest: The Impact of Generative AI on the Minnesota Job Market

High exposure means half or more of a worker's tasks could be partly or wholly done by GenAI; exposure may mean supplementing, not replacing, jobs.Minnesota & MidwestLabor data

CAQH · Feb 20262025 CAQH Index

U.S. healthcare avoided an estimated $258 billion in administrative costs in 2024 through electronic transactions, a 17% increase in cost avoidance.AdoptionData compilation

Thomson Reuters · Feb 20262026 AI in Professional Services Report

Organizational GenAI use nearly doubled to 40%, up from 22% the prior year.Professional servicesMixed survey

NBER · Feb 2026Firm Data on AI (NBER Working Paper 34836)

Across four countries, most firms use AI, but nine in ten executives report no effect yet on jobs or productivity at their own firm.ProductivityExecutive survey

NBER · Feb 2026Does Generative AI Narrow Education-Based Productivity Gaps? Evidence from a Randomized Experiment

In a randomized test, an AI assistant lifted everyone's scores and cut the gap between higher- and lower-education workers by 75%.ProductivityExperiment

Schwab · Jan 20262026 RIA & AI Research Study: Advisor AI in Action

63% of RIAs now use AI tools in some capacity, and 82% of those users rely on generative AI.Professional servicesMixed survey

Deloitte · Jan 2026The State of AI in the Enterprise 2026: The untapped edge

34% are using AI to deeply transform the business; 30% are redesigning key processes; 37% use AI at a surface level.StrategyExecutive survey

EY · Jan 2026EY-Parthenon CEO Outlook Survey (January 2026)

58% expect AI to be a major growth engine in the next two years; 32% expect it to fundamentally reshape operations.StrategyExecutive survey

Karbon · Jan 2026State of AI in Accounting Report 2026

98% of firms now use AI, with most using it daily or several times a day.Professional servicesMixed survey

PwC · Jan 202629th Annual Global CEO Survey: Leading through uncertainty in the age of AI

Only 12% of CEOs report AI delivered both revenue gains and cost reductions.ROI & valueExecutive survey

Hinge · Jan 20262026 High Growth Study

Median growth for professional services firms cooled to 9.9%, the lowest since 2018.Professional servicesBenchmark

Kantata · Jan 2026State of the Professional Services Industry Report (AI agents survey)

89% agree future revenue growth will depend more on scaling AI than scaling headcount.Professional servicesExecutive survey

SoDA · Jan 2026Agency Outlook Study '26

81% of agencies use AI for creative ideation and 76% to automate or accelerate routine operational tasks.Professional servicesExecutive survey

Menlo Ventures · Dec 20252025: The State of Generative AI in the Enterprise

Enterprise generative AI spend reached an estimated $37B in 2025, split roughly evenly between applications and infrastructure.Spending & investmentExecutive survey

OpenAI · Dec 2025The State of Enterprise AI: 2025 Report

ChatGPT Enterprise message volume grew 8x and API reasoning token use per organization rose about 320x year over year.WorkforceUsage data

SPI Research · Dec 20252025 Impact of AI on Professional Services Benchmark

Only one in ten professional services firms are attempting truly transformational AI.Professional servicesBenchmark

Anthropic · Nov 2025Estimating AI Productivity Gains from Claude Conversations

Claude's own estimates of 100,000 conversations suggest about 80% time savings per task, before counting time spent checking AI output.ProductivityUsage data

McKinsey · Nov 2025The state of AI in 2025: Agents, innovation, and transformation

Nearly two-thirds say their organizations have not yet begun scaling AI across the enterprise.AdoptionMixed survey

CAIS · Oct 2025Remote Labor Index: Measuring AI Automation of Remote Work

On 240 paid freelance projects worth over $140,000, the best agent tested produced client-acceptable work 2.5% of the time.AgentsBenchmark

Clio · Oct 20252025 Legal Trends Report

Firms with wide AI adoption are nearly three times more likely to report revenue growth than firms that have not adopted AI.Professional servicesUsage data

Air Street · Oct 2025State of AI Report 2025

Average contract value for AI products hit $530k in 2025 and is expected to pass $1M in 2026.AdoptionData compilation

Wolters Kluwer · Oct 20252025 Future Ready Accountant Report

Reported AI adoption rose from 9% in 2024 to 41% in 2025.Professional servicesMixed survey

BCG · Sep 2025The Widening AI Value Gap: Build for the Future 2025

Only 5% of companies are 'future-built,' achieving AI value at scale; 35% are scaling with some returns.ROI & valueExecutive survey

OpenAI · Sep 2025GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks

Experts compared AI and human deliverables on real tasks from 44 occupations; the best model matched or beat the expert on 47.6%.ProductivityBenchmark

Bain · Sep 2025Technology Report 2025

Two out of three software firms have rolled out generative AI tools, but developer adoption remains low.StrategyAnalysis

Harvard · Aug 2025Generative AI as Seniority-Biased Technological Change: Evidence from U.S. Résumé and Job Posting Data

Firms that hired people to implement generative AI cut junior headcount relative to other firms, mainly by hiring fewer juniors.WorkforceLabor data

Faros AI · Jul 2025The AI Productivity Paradox Report 2025

High-AI teams merged 98% more pull requests, but review time rose 91% and company-level delivery metrics did not improve.ProductivityUsage data

METR · Jul 2025Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity

In a randomized trial, experienced developers were 19% slower with AI tools, yet afterward believed AI had sped them up by 20%.ProductivityExperiment

MIT NANDA · Jul 2025The GenAI Divide: State of AI in Business 2025

Just 5% of integrated AI pilots are extracting millions in value; most show no measurable P&L impact.ROI & valueInterviews + survey

BCG · Jun 2025How Companies Can Prepare for an AI-First Future (AI-First Companies Win the Future)

Argues AI-first firms reshape competition: trust, brand, IP, proprietary data and AI-fluent talent gain importance, while scale and headcount matter less.StrategyPlaybook

Microsoft · May 2025The Strategic CIO's Generative AI Playbook

Organized in three sections: the AI-ready organization, enabling all employees, and moving from functional workflows to intelligent agents.StrategyPlaybook

Accenture · May 2025The front-runners' guide to scaling AI: Lessons from industry leaders

Only 8% of the 2,000 companies surveyed are 'front-runners' scaling AI enterprise-wide; 15% are 'reinvention-ready'.StrategyPlaybook

OpenAI · Apr 2025Identifying and scaling AI use cases: How early adopters focus their AI efforts

Three steps: spot where AI helps (repetitive tasks, skill bottlenecks, ambiguity), teach six use-case primitives, then collect and prioritize use cases.StrategyPlaybook

OpenAI · Apr 2025A practical guide to building agents

Suggests agents where rules-based automation struggles: complex judgment calls, hard-to-maintain rule sets, or heavy unstructured data.AgentsPlaybook

Bain · Jan 2025Transforming your business with AI: five questions for every CEO

Urges CEOs to form a clear view of how AI could reshape their industry's profit pools before setting an agenda.StrategyPlaybook

Anthropic · Dec 2024Building effective agents

Distinguishes workflows (predefined code paths) from agents (models directing their own process and tool use).AgentsPlaybook

SBA · Dec 2024AI for small businesses (SBA business guide)

Advises small businesses to start small, noting many AI tools offer free or low-cost tiers to test before committing.StrategyPlaybook

IBM · Oct 2024The CEO's Guide to Generative AI

A 22-chapter series, each a short CEO briefing on one area: talent, customer service, cybersecurity, finance, procurement, operating model, and more.StrategyPlaybook

NIST · Jul 2024AI Risk Management Framework (AI RMF 1.0) + Generative AI Profile (NIST-AI-600-1)

AI RMF 1.0 (Jan 2023) organizes AI risk work into four functions: Govern, Map, Measure, Manage; voluntary and sector-neutral.Governance & riskPlaybook

ISO · Dec 2023ISO/IEC 42001:2023 AI management systems (overview: What businesses need to know)

ISO/IEC 42001 is described as the world's first AI management system standard, published December 2023 (edition 1, 51 pages).Governance & riskPlaybook

WEF · Jan 2022Empowering AI Leadership: AI C-Suite Toolkit

Organized into five modules: introduction to AI, AI strategy, people and organization, responsible AI, and implementation, plus a sixth on specialized topics.StrategyPlaybook

Google · Jun 2020Google Cloud's AI Adoption Framework

Frames AI capability across four areas: people, process, technology and data.StrategyPlaybook

McKinsey · Nov 2018The executive's AI playbook

Interactive tool that sizes the AI value opportunity by industry using McKinsey market data.StrategyPlaybook