Executive Summary
AI Enterprise Adoption & Infrastructure Investment Briefing
This week's briefing examines the accelerating adoption of Agentic AI systems in the enterprise, a surge in AI-driven M&A activity, and the critical infrastructure developments in BESS and data centers supporting the AI revolution.
Key Findings
Agentic AI Adoption Gap
25% of mid-size to large companies now have agentic AI in production vs. 8% in broader market
AI Capital Supercycle
Big Tech projected to spend $635-665 billion in FY2026, with 75% ($450B) on AI infrastructure
BESS Historic Milestone
Global battery storage capacity surpassed 250 GW, overtaking pumped hydro for the first time
Agentic AI Systems & Visualization Interfaces
Emerging Trends
The enterprise adoption of agentic AI is rapidly moving from experimental to operational, creating a significant competitive advantage for early adopters. A recent study by GAI Insights reveals that 25% of mid-size to large companies now have agentic AI in production, a stark contrast to the 8% reported by Gartner's broader customer base. This highlights a growing divide between organizations that are actively deploying and learning from agentic systems and those that are falling behind.
Key Success Factors:
Companies capturing 80-90% of benefits when applying learnings to subsequent initiatives
Blue Cross Blue Shield of Michigan: 115 agentic systems in production
"There's no AI strategy without a data strategy" - Jennifer Belissent, Principal Data Strategist at Snowflake
Requirements for AI-Ready Data in 2026:
Fresh and secure data
Available in both relational and semi-structured formats
Robust agent management protocols (Model Context Protocol/MCP Servers)
M&A Activity
The AI industry is experiencing a surge in M&A activity, with global deal values increasing by 36% in 2025 compared to 2024. The number of megadeals (transactions over $5 billion) also saw a significant jump, reaching 111 in 2025, up from 63 in the previous year. This trend is creating a K-shaped M&A market, where well-capitalized buyers, particularly in the US and technology sectors, are driving the majority of the activity.
Landmark Deals:
Tax & Finance Developments
The rapid growth of the AI industry is attracting the attention of regulators and tax authorities worldwide.
United States Policy:
  • 25% tariff imposed on a limited set of advanced AI chips imported into the country
  • Recent policy shifts allow case-by-case exports of advanced AI chips to China, with significant tariffs and volume caps
Financial Services Regulation:
Financial institutions must align their AI governance with regulatory and trust expectations, prioritizing:
  • Accountability
  • Transparency
  • Explainability
As AI adoption in banking grows, the ability to govern, explain, and defend models under existing regulatory frameworks is becoming a key determinant of success.
BESS Market & Technology Trends
The Battery Energy Storage Systems (BESS) market reached a historic milestone in 2025, with global operational capacity surpassing 250 GW, overtaking pumped hydropower energy storage (PHES) for the first time.
250GW
Operational Capacity
global BESS capacity surpassed pumped hydro
100GW/280GWh
Annual Additions (2025)
nearly tripling 2023 volumes
521.24B
Global Market (2035)
projected value
Market Growth:
  • Annual additions in 2025 exceeded 100 GW/280 GWh, nearly tripling the volumes added in 2023
  • 2026 projections: 130 GW/350 GWh of new additions expected
  • US market saw a 53% leap in battery installations in 2025
Market Projections:
  • Global BESS market: $521.24 billion by 2035
  • US market alone: $83.66 billion by 2035
Key Drivers:
Increasing need for grid stability in the face of intermittent renewable energy sources, surging solar installations, and federal investment tax credits.
Data Center Infrastructure & Investment
The AI revolution is fueling a multi-trillion dollar capital expenditure supercycle in data center infrastructure.
$635B-$665B
Total Projected Spending
Big Tech FY2026
$450B
AI Infrastructure
75% of total Big Tech spending
$624.17B
Data Center GPU Market
Projected value by 2034
Big Tech Spending (FY2026):
  • Total projected spending: $635-665 billion
  • AI infrastructure allocation: ~$450 billion (75% of total)
  • Includes: GPUs, servers, networking equipment, and data centers
Market Challenges:
Even with these historic investments, hyperscale data center operators are struggling to keep pace with capacity demands. This has led to a new trend of hyperscalers getting involved in earlier-stage development, including build-to-suit projects and direct development.
Data Center GPU Market:
  • 2026: $138.88 billion
  • 2034: $624.17 billion (projected)
This reflects the insatiable demand for AI processing power.
References
  1. Data & AI Trends 2026: The Agentic Playbook for Enterprise
  1. Global M&A industry trends: 2026 outlook
  1. 2026 AI Policy and Semiconductor Outlook: How Federal Preemption, State AI Laws, and Chip Export Controls Will Shape U.S. Policy
  1. Trump Reverses US AI Chip Export Policy to China
  1. Keeping AI on the Right Side of the Ledger for the Finance Sector
  1. AI Regulation in Banking Is Reshaping Model Risk Governance
  1. Global BESS capacity tops 250 GW, overtaking pumped hydro for first time
  1. Battery storage outlook boosted by thirst for firm power
  1. Energy Storage Market Size to Worth $521.24 Billion by 2035
  1. Big Tech set to spend $650 billion in 2026 as AI investments soar
  1. Data Center GPU Market Size, Share | Industry Report [2034]