Our Insights
Read through our insights below:
AI’s Talent Pipeline Problem: Why Automating Junior Work Could Create a Senior Skills Shortage
The most consequential labor-market implication of enterprise AI is not necessarily aggregate unemployment.1 September 2026 | AIMG
How Enterprise AI Companies Build Category Authority
A Framework for Decision Confidence5 August 2026 | AIMG
The Productivity Harness: Why the Value of AI Sits Outside the Model
Every board conversation eventually arrives at the same wrong question: which model should we buy? The better question, and the…4 August 2026 | AIMG
AI Safety That Doesn’t Peel Off Under Pressure
Many enterprises are learning the hard way that AI systems judged “safe” in testing are often far less safe in…29 July 2026 | AIMG
Enterprise Software vs Enterprise AI: The Great Pricing Model Pivot
Enterprise software pricing is being structurally rewired by agentic AI, shifting value from human seats to autonomous execution and measurable…28 July 2026 | AIMG
Autonomous Enterprise Operating Models: The Real Shape of Agentic AI Adoption
Agentic AI is beginning to define a new enterprise operating model in which software no longer supports work at the…28 July 2026 | AIMG
Adaptive Systems and the Illusion of Control
Why bounded observation produces better operational outcomes in the era of AI23 July 2026 | AIMG
AI Sovereignty for Sale
Why the $600bn Race to “Own” National AI Is Buying More Dependence, Not Less15 July 2026 | AIMG
AI Loss Events: The Three-Year Escalation in Frequency and Severity
AI loss events have quietly crossed the line from edge‑case anecdotes to a measurable, compounding risk class that boards can…4 June 2026 | AIMG
The Intersection of AI and Quantum
Artificial intelligence and quantum computing are no longer parallel technology stories; they are converging into a single, recursive “intelligence loop”…1 June 2026 | AIMG
How the Corporate Development Function Is Shaping the AI Market
Corporate development is no longer a supporting function in the AI era – it is becoming the control room of…1 June 2026 | AIMG
From Patient Edge to Imaging AI Infrastructure
The New Control Points in Cancer Diagnostic AI Across Europe and MENA29 May 2026 | AIMG
AI Washing: From Marketing Hype to Material Liability
The practice of overstating AI capabilities has evolved from a reputational inconvenience into a source of criminal exposure, securities fraud…27 May 2026 | AIMG
Who Owns Enterprise AI in 2030? Three ‘Anchor Deals’ Boards Can’t Afford to Ignore
Enterprise AI is no longer being defined by model launches and chatbot demos, but by a handful of architecture‑setting partnerships…22 May 2026 | AIMG
AI sovereignty: the new industrial border
Artificial intelligence was sold as borderless technology. AIMG research suggests the opposite is now true: AI is being recast as…14 May 2026 | AIMG
Token Economics & Agentic AI: The Hidden Tax of Uncertainty
Most conversations about token economics miss a critical reality: context is rarely complete, and hallucinations aren’t a bug – they’re…5 May 2026 | AIMG
The AI Commercial Blueprint – Harnessing Proprietary Market Intelligence to Drive Category Ownership
Technology rarely moves faster than the people using it. Enterprise AI is the exception.10 April 2026 | AIMG
AIMG Study Finds 87% of Enterprises Using AI, 19% Fully Data-Ready
$560B Enterprise AI market meets execution gap – AIMG finds persistent value gap as Databricks, Google and Microsoft lead 2026…7 April 2026 | AIMG
The Agentic AI Era: Lessons from Financial Markets on Control
The enterprise AI market is entering a structural shift. Not another incremental wave of automation, but a reconfiguration of how…26 March 2026 | AIMG
Apple’s quiet $2 billion bet on AI’s next interface: ‘silent speech’
For a company famed for its reticence, Apple has made an unusually loud statement – with hardly a word spoken….24 March 2026 | AIMG
AI in Theory vs AI in Practice
There is a growing volume of discussion around “AI”, but much of it diverges at a very basic level: we…20 March 2026 | AIMG
AI LeaderMap®: Enterprise Data Intelligence
Artificial intelligence is entering a new phase of enterprise deployment. After several years of experimentation, organisations are beginning to move…16 March 2026 | AIMG
The Battle for the Agentic Enterprise
The global artificial intelligence market is entering a new phase of strategic consolidation. Across infrastructure providers, enterprise software vendors, and…13 March 2026 | AIMG
From Knowledge Graphs to Context Graphs
Artificial intelligence is entering a new architectural phase. For more than a decade, knowledge graphs have been one of the…11 March 2026 | AIMG
Innovation, Not Magic: Mapping the AI Vendor Landscape
Artificial intelligence markets are evolving at a pace that challenges traditional approaches to technology vendor evaluation. Frameworks designed for relatively…10 March 2026 | AIMG
AI Markets Group (AIMG) Expands Advisory Board as AI Nears $1 Trillion Market
Global AI think tank expands Advisory Board of tech, finance and data leaders to strengthen independent research on enterprise AI…5 March 2026 | AIMG
AI Adoption: Economic Benefits vs Social Risks
Artificial intelligence is delivering one of the largest productivity shocks in modern economic history. From software development to customer support,…3 March 2026 | AIMG
AI Insurance: From “Silent AI” Risk to a Standalone Risk-Transfer Market
Artificial Intelligence is rapidly becoming embedded in mission-critical workflows across financial services, healthcare, energy, and the public sector. Yet as…2 March 2026 | AIMG
AI M&A: Why 2025 Was Just the Opening Move
In its latest Artificial Intelligence Sector M&A Review, AIMG analyses 29 AI transactions across global markets, benchmarking average deal size ($4.88bn),…18 February 2026 | AIMG
AIMG’s Top 10 Predictions for the AI Market in 2026
The AI market reaches a defining inflection point in 2026. Global spending is set to exceed $2 trillion, but the…31 January 2026 | AIMG
Enterprise AI – Market Survey
You are invited to complete AIMG’s Global Enterprise AI Market Survey.20 January 2026 | AIMG
Inside the $30bn Knowledge Graph Market
Enterprise AI is entering a new phase. After two years of intense focus on foundation models, parameters, and GPU capacity,…14 January 2026 | AIMG
From AI to DI: Why the IBM-Confluent Deal Redefines the Enterprise AI Stack
The announced acquisition of Confluent by IBM is best understood not as an AI deal, but as a data intelligence…17 December 2025 | AIMG
Europe’s AI Act is quietly rewiring the modern enterprise.
In Brussels, regulation is rarely content to sit politely at the edge of the market. The European Union’s Artificial Intelligence…12 December 2025 | AIMG
AI in Banking 2025: The New Value Chain Is Taking Shape – and Governance Is the Core Competitive Advantage
Banks have entered a decisive phase in their AI transformation journey. AIMG’s latest analysis reveals an industry shifting from experimentation…28 November 2025 | AIMG
Beware of the AI Lipstick: Distinguishing Real Innovation from Cosmetic Hype
As the enterprise software market accelerates into the generative AI era, the line between true innovation and opportunistic rebranding has…12 November 2025 | AIMG
SAS: Governance-Led AI Leadership with Enterprise Depth
SAS Institute continues to set the benchmark for governance-driven enterprise AI — earning the top overall score of 9.2/10 in…11 November 2025 | AIMG
France’s $5B AI Breakout: Enterprise Adoption Accelerates at 29% CAGR
France’s enterprise AI ecosystem is entering a high-growth phase — valued at $3.03 billion in 2025 and projected to reach…3 November 2025 | AIMG
Palantir’s Rule of 40 Strength — and the Mid-Market Wall
Palantir continues to stand out as one of the most technically advanced players in the enterprise AI landscape — but…25 October 2025 | AIMG
Canada’s Enterprise AI Market: Policy-Fuelled, SME-Powered, and Scaling Fast
Canada’s Enterprise AI software market is emerging as one of the fastest-growing ecosystems globally — valued at $1.63 billion in…23 October 2025 | AIMG
Elastic’s Acquisition of Jina – Implications for the Search AI Landscape
When Elastic announced its acquisition of Jina AI in October 2025 — paired with a $500M share repurchase and the…11 October 2025 | AIMG
AI Economics: The Market’s Next Inflection Point
The AI economy is entering a structural transition. For the past decade, growth was supplier-led—driven by breakthroughs in models, compute,…9 October 2025 | AIMG
When AI Meets Digital Assets: The New Architecture of Finance (2025–2030)
Latest Expert insights from AIMG – Artificial Intelligence and Digital Assets are no longer parallel revolutions—they are fusing into a…8 October 2025 | AIMG
Healthcare AI’s power curve is shifting – to the data pipes
AIMG’s 2025 value-chain analysis argues that the biggest returns in healthcare AI are accruing not to the flashiest models but…6 October 2025 | AIMG
$97B by 2027: The G7’s Race to Lead the Global AI Economy
The G7 enterprise AI software market is on the brink of a profound transformation, with market forces and national ambitions…28 September 2025 | AIMG
From $1.6B to $276B: Why AI Governance Is the Next Global Market Explosion
Artificial intelligence has moved from the lab to the boardroom—and with it comes one of the most urgent questions of…25 September 2025 | AIMG
UK Enterprise AI Software TAM Analysis: $6.5 B Market by 2027
The UK is fast emerging as Europe’s most dynamic hub for enterprise AI software. New research shows the market will…20 September 2025 | AIMG
Databricks’ Patent Playbook: How IP Strategy Is Powering the Next Era of AI Platforms
In the battle for AI leadership, code and algorithms aren’t the only weapons—patents are becoming strategic assets. A deep dive…12 September 2025 | AIMG
Snowflake × TruEra: when AI governance stops being a tool and becomes the platform
Snowflake’s acquisition of TruEra is more than a tuck-in—it’s the point where model explainability, bias detection and lifecycle oversight become…6 September 2025 | AIMG
DataRobot’s Strategic Pivot: From AutoML Leader to Agentic AI Workforce Platform
In the crowded world of enterprise AI platforms, DataRobot has carved out a premium leadership position, achieving an overall 8.2/10…4 September 2025 | AIMG
$58 Billion by 2027: Why the US Enterprise AI Software Market is Defining the Future of Business
The United States is setting the pace for global enterprise AI software adoption. New analysis shows the US market will…25 August 2025 | AIMG
Inside JPMorgan’s 2025 AI machine: from pilots to P&L
If you want a glimpse of how enterprise AI actually creates value at scale, look at JPMorgan Chase. The bank’s…6 August 2025 | AIMG