Research
Consulting Firms
How the major consulting firms are positioning their AI practices, pricing their engagements, and building proprietary accelerators.
71 documents
Accenture's AI Research Corpus: The 8% Problem and Why Most Companies Stall at Scale
Accenture's "Front-Runners' Guide to Scaling AI" survey (n=2,000 companies, May 2025) segments organizations into three tiers: 8% are "front-runners" scaling AI enterprise-wide, 15% are "reinvention-r
April 2026
Accenture AI Services & Total Enterprise Reinvention Framework
Accenture is the world's largest professional services firm by revenue, with approximately 784,000 employees globally and $69.7B in total revenue for fiscal year 2025 (ended August 31, 2025), represen
March 2026
The Readiness Illusion: Accenture's 2026 Pulse of Change Finds the Largest Leadership-Preparation Gap in the Current Corpus
Accenture's Pulse of Change (n=7,000 — 3,650 C-suite executives + 3,350 workers, 20 countries, 20 industries, Nov–Dec 2025) produces the starkest executive-vs-capability gap in the current institution
April 2026
Anthropic Enterprise AI Services JV: $1.5B Mid-Market Consulting Venture with Blackstone and Goldman
Both ventures launched within one week and both use the Palantir FDE playbook. The deliberate market segmentation is notable:
May 2026
Bain's Agentic AI Deployment Sequence: Why Governance Has to Come First
Every prior wave of enterprise AI — from rule-based automation through generative AI chatbots — ran on deterministic pipelines. You input something; the system outputs something.
April 2026
Bain & Company AI Research: What the Data Actually Shows About Enterprise Adoption
Bain has run quarterly generative AI surveys since October 2023, producing one of the most consistent longitudinal datasets on US enterprise AI adoption. The trajectory is striking:
April 2026
The $200 Billion Agentic AI Services Market: What It Means for Your Vendor Relationships
The dominant narrative frames agentic AI as deflationary for tech services — automation replaces human effort, margins compress, headcount shrinks.
April 2026
The AI-First Cost Advantage: How Leaders Sequence AI and Cost Transformation Into a Single Play
Existing BCG coverage in the corpus anchors the CEO lens (AI Radar 2026, Jan 15), the workforce-transformation lens (10/20/70 rule, Feb 2026), the tech-function payoff lens (tech leaders capturing 5%
April 2026
bcg-ai-maturity-nov-2024.pdf
March 2026
bcg-ai-radar-2025.pdf
March 2026
bcg-ai-radar-2026.pdf
March 2026
AI Is Paying Off in the Tech Function — But Only for the 5%
BCG identifies seven use cases where tech functions report the strongest AI adoption and measurable productivity gains.
April 2026
AI Transformation Is a Workforce Transformation: BCG's 10-20-70 Rule in Practice
BCG's framework for AI value creation breaks down as follows:
April 2026
The CHRO's AI Mandate: Four Power Moves That Separate HR Leaders from HR Administrators
HR's strategic credibility problem has a specific cause. Sixty-five percent of senior leaders view HR as a key business enabler — the perception is favorable.
April 2026
Autonomous AI Agents Hit the Enterprise: What CIOs Must Do Before Employees Act First
BCG's April 13, 2026 article frames OpenClaw as a qualitative break from earlier AI agent frameworks.
April 2026
From Ambition to Action: Why AI Education Programs Stall at the Pilot Stage
BCG defines four stages of AI-in-education maturity that map cleanly onto the enterprise adoption spectrum familiar to most executives:
April 2026
bcg-exec-engineering-apr2025.pdf
March 2026
bcg-exec-engineering-ep14-apr2025.pdf
March 2026
Five Things Boards Need to Get Right with AI: BCG Names the Director-Level Playbook
De Bellefonds and Lukic open with a sentence mid-market directors will recognize: *"At a recent gathering of corporate directors, when asked who felt ready to oversee AI, no one raised a hand."* That
April 2026
BCG on Generative AI Adoption in Enterprises
BCG has rapidly built one of the largest AI consulting practices globally:
April 2026
Physical AI in Robotics: How to Sequence Capital Between Proven Capability and Humanoid Hype
BCG defines physical AI as the next generation of robotic systems that can perceive and act within the physical world, operate in unstructured or dynamic environments, execute dexterous manipulation c
April 2026
Major Consulting Firm AI Positions (2025-2026)
> Research compiled March 2026 by Brandon Sneider
March 2026
Seven Factors That Actually Drive AI Returns: What 1,006 Executives Got Wrong About Their Own Programs
The corpus already has robust gap-quantification: McKinsey finds only 6% of companies achieve >5% EBIT impact; PwC finds 74% of AI economic value concentrated in 20% of organizations; Grant Thornton f
April 2026
The AI Factory Budget Is About to Triple: What 515 Enterprise Decision-Makers Told Deloitte About the 2028 Infrastructure Cliff
The 2026 institutional corpus has characterized almost every dimension of enterprise AI except the one CFOs care most about by this time next year: **what does the hardware, power, and token bill actu
April 2026
The Investment-Return Gap: Deloitte's 2025 European Survey on Why AI ROI Takes Longer Than Expected
The headline paradox in Deloitte's data: near-universal investment escalation paired with slow, hard-to-measure returns.
May 2026
Contracts Quietly Became the Agentic ROI Story: What 1,100 Senior Leaders Told Deloitte and Docusign
The corpus already carries three pieces of evidence that have, until now, left the contract layer as a gap.
April 2026
Deloitte's Generative AI Position: $3 Billion Bet on Autonomous Co-Workers
Deloitte's $3 billion through-2030 commitment to GenAI and agentic AI places it at the top of disclosed Big Four spending. The competitive landscape:
April 2026
The Transformation-Efficiency Divide: Deloitte's 2026 Survey Puts Numbers on Who's Winning
Worker access to AI rose 50% in 2025. That figure sounds like progress — and it is, at the infrastructure layer.
April 2026
EY AI Research: The Attribution Gap Between Productivity Gains and Provable ROI
EY's fourth US AI Pulse Survey, fielded September–October 2025 among 500 senior leaders across 10 industries, presents an unusual finding: near-universal productivity improvement paired with near-univ
April 2026
The 52% Shadow-AI Number: EY's n=500 Pulse on Autonomous AI Adoption and the Governance Gap
The 52% department-shadow number is the single most actionable prevalence data point in the 2026 corpus on unsupervised AI.
April 2026
The AIQ Gap: Why High-Adopter Organizations Pull Away — and What Separates Them from the Rest
Forrester introduces AIQ (Artificial Intelligence Quotient) as an organizational diagnostic — not an individual skill score, but a measure of enterprise-wide AI fluency that determines whether deploye
April 2026
Agentic Commerce Has Shipped — And Conversion Is Three Times Worse: The First Hard Data on B2C AI Checkout
Every agentic-commerce piece through Q1 2026 leaned on executive-intent surveys — percentages of CMOs who believed AI intermediaries would reshape discovery, investment forecasts, strategic pronouncem
April 2026
The AI CIO Governs Outcomes, Not Tools: Forrester Names the 2030 Operating Model
Moccia's argument is narrower and more pointed than a generic "CIOs must embrace AI" thesis. Three moves anchor it.
April 2026
The Consumer Trust Ceiling: Why 84% of Americans Do Not Trust AI Outputs, and What That Means for AI-Enabled CX
Forrester's Iannopollo (April 2026) reports four data points that establish the consumer-trust ceiling across the four largest Western consumer markets:
April 2026
Forrester AI Research 2026: The ROI Reckoning Arrives
Forrester's headline finding lands harder than any competing analyst firm's 2026 data: only 13-15% of AI decision-makers report that AI has lifted EBITDA in the past 12 months.
April 2026
The AI CISO Provides Trust and Assurance, Not Just System Protection: Forrester Names the CISO Operating-Model Shift
DeMartine's argument is narrower than a generic "CISOs must adopt AI" thesis. Three moves anchor it.
April 2026
The 28-Month Gap: Gallagher's 2026 AI Benchmarking Survey Finds a Confidence-Governance Paradox at Every Company Size
The headline figure most useful for a GC or CISO making the case for AI governance investment: **93% of executives say they understand AI risks well** — up from 77% just one year earlier.
April 2026
Gartner AI Research 2026: The Trough Is Here — What the Data Actually Says
Gartner's January 2026 forecast puts worldwide AI spending at $2.52 trillion for the year. The breakdown matters more than the headline.
April 2026
The Governance Proof Gap: Grant Thornton's 2026 AI Impact Survey Finds a 4x Revenue Divide and 78% Governance Exposure
Grant Thornton surveyed 950 senior business leaders across 10 industries (operations 41%, finance 33%, IT 25%, CEO/managing partner 1%) from February 23 to March 18, 2026.
April 2026
AI Sovereignty Hits the Boardroom: What IBM's 1,028-Executive 2026 Trends Study Says You Owe Your Board
IBM IBV names five trends. The first four are operational for the next 12 months. The fifth (quantum) is a 2027-2030 readiness question, not a 2026 budget decision.
April 2026
Agentic AI Governance: IBM's Six-Phase Lifecycle Playbook
Traditional AI governance asks: "Is the model accurate, fair, and explainable?" Agentic AI governance asks: "Is the system authorized, bounded, auditable, and accountable for its actions?" IBM frames
April 2026
The Intent Economy: Why AI Intermediaries Are Disintermediating Your Brand — and What to Do About It
The study's central claim: customer intent — the specific outcome a person is trying to accomplish in a given moment — has become the currency of competition.
April 2026
Dynamic Finance: How the 12% Built a Capital Allocation Engine That Moves as Fast as AI
The study's central argument is that finance is no longer defined by how well it tracks performance but by how decisively it shapes outcomes. The mechanism is speed of capital allocation.
April 2026
IBM IBV: The Enterprise in 2030 — AI as the Business Model, Not the Enhancement
The report's headline finding names a problem every mid-market CEO recognizes. Nearly four in five executives say AI will drive significant revenue by 2030.
April 2026
ERP as the AI Scaling Vector: What IBM's 1,500-Executive Study Actually Shows
IBM splits respondents into two groups: "Enterprise AI Bullish" (those aspiring to lead in AI application) and "Enterprise AI Bearish" (those planning a fast-follower approach).
April 2026
The Tech Debt Reckoning: Why Debt-Adjusted AI ROI Beats Debt-Blind Projections by 29%
Most AI business cases a CFO sees in 2026 are model-cost plus cloud-compute plus talent. They skip the line item for modernizing the brittle systems the AI has to operate on.
April 2026
IDC AI Research: The $1.3 Trillion Spending Trajectory and the 1% Maturity Problem
IDC's Worldwide AI and Generative AI Spending Guide (August 2025) provides the most granular spending taxonomy available. The 2026 breakdown:
April 2026
The Confidence Bifurcation: KPMG's 2026 AI Pulse Finds a 4x Talent Multiplier and a 20%/49% Risk-Governance Divide
The KPMG Global AI Pulse Q1 2026 (n=2,110, 20 markets) surfaces a data point with direct budget implications: organizations that describe themselves as confident in their talent pipeline are four time
April 2026
McKinsey on AI in Software Engineering Productivity: A Critical Analysis
> Research compiled March 2026 for Host-Firm AI Consulting Project
March 2026
The AI Transformation Manifesto: McKinsey's 12-Theme Checklist for AI-Rewired Companies
The manifesto is structured around McKinsey's six *Rewired* capabilities: strategic road mapping, talent, operating model, technology, data, and adoption/scaling.
April 2026
AI Governance Has a Maturity Problem: McKinsey's 2026 Trust Benchmark Puts a Number on It
McKinsey's 2026 AI Trust Maturity Survey (n=~500 organizations, fieldwork December 2025–January 2026) is the first large-scale primary-survey benchmark that assigns a numeric maturity score to AI gove
April 2026
The Run/Change Budget Trap: McKinsey's 2026 Framework for CIOs Funding AI Without Defunding Operations
Most technology organizations already operate with stretched budgets before AI enters the picture.
April 2026
The CIO as Strategy Architect: McKinsey's 2026 Tech Agenda and the Divide Between Modernizers and Rewirers
The corpus already carries the analyst-POV lens on the CIO operating-model shift: Forrester Moccia's "AI CIO Will Govern Outcomes At Scale" (Pass 449, April 2026) and Forrester DeMartine's CISO role-r
April 2026
McKinsey's AI Developer Productivity Research: A Methodology Critique
Every major finding in AI developer productivity research exhibits the same pattern: controlled experiments show large gains on isolated tasks; field measurements show small or zero gains on real work
March 2026
Rewired (2nd ed., Lamarre, Smaje, Levin 2024): Six-Capability Synthesis
Source: [sources/04-consulting-firms/mckinsey-rewired-2nd-edition-raw.md](../../sources/04-consulting-firms/mckinsey-rewired-2nd-edition-raw.md)
April 2026
mckinsey-state-of-ai-agents-nov2025.pdf
March 2026
mckinsey-state-of-ai-rewiring-2025.pdf
March 2026
Three Tectonic Forces and the 4x Performance Gap: What McKinsey's 2026 State of Organizations Tells a Mid-Market CEO
The corpus already has strong AI-specific organizational rewiring coverage: Deloitte State of AI in the Enterprise 2026 (Pass 478, n=3,235) documents the AI-specific redesign pattern; McKinsey Global
April 2026
Insource, Reskill, or Hire: McKinsey Names the Three Levers of the AI-First Technology Workforce — and Why Top Performers Pull All Three at Once
Every technology workforce conversation in AI eventually arrives at the same fork: build internally, buy externally, or borrow through partners and integrators.
April 2026
Supply Chain AI Adoption Hits an Inflection Point: MHI and Deloitte's 2026 Practitioner Survey
Eleven percentage points in one year is not a rounding error. For context, the prior year saw AI move from a discussion topic ("what is AI?") to a deployment topic (generative AI pilots).
April 2026
OpenAI DeployCo: The $4B Consulting Venture Taking Palantir's Playbook to Enterprise AI
OpenAI's bet is that the bottleneck to enterprise AI value is not model capability but deployment expertise.
May 2026
The 74/20 Rule: PwC's 2026 AI Performance Study Shows Who Captures the Gains — and What They Do Differently
PwC surveyed 1,217 senior executives (director-level and above) at large, publicly listed companies across 25 sectors and multiple regions, measuring AI-driven financial performance as revenue and eff
April 2026
PwC AI Research: The 56% Problem — Most CEOs See No Return from AI
PwC's 29th Global CEO Survey, fielded September–November 2025 across 4,454 CEOs in 95 countries, paints a sobering picture of where enterprise AI actually stands.
April 2026
The 89% Problem: PwC's 2026 Operations Survey Reveals Why AI Investments Stall Before They Scale
The most revealing number in PwC's survey is the gap between two responses that should not coexist: 85% of respondents say they are ahead of most competitors in digital transformation.
May 2026
accenture-6c7ae3-Accenture-Reinvention-in-the-age-of-generative-AI-Report.pdf
March 2026
deloitte-19025d-state-of-ai-2026-global.pdf
March 2026
newsroom-2aba8c-accenture-reports-fourth-quarter-and-full-year-fiscal-2025-results.pdf
March 2026
pwc-693879-future-of-solutions-dev-and-delivery-in-the-rise-of-gen-ai.pdf
March 2026
pwc-dadeb2-report.pdf
March 2026
s3-616e32-BAIN_report_technology_report_2025.pdf
March 2026
Services-Industry Analysts on Enterprise AI: The View from the Deal Table
Everest Group, HFS Research, and ISG occupy a different position in the enterprise AI landscape than the strategy consultancies (McKinsey, BCG, Bain) or technology analysts (Gartner, Forrester, IDC).
April 2026