Beyond the Hype: The Real Bottlenecks in Enterprise AI

Holly Laiveling appointed CTO at FEG Investment Advisors after senior technology leadership at Federal Home Loan Bank of Cincinnati

Beyond the Hype: The Real Bottlenecks in Enterprise AI

Read in 90 seconds:

  1. Notable C-Suite Moves
  2. What’s New In Tech
  3. C-Suite Trends For Leaders
  4. From the Podcast

Notable C-Suite Moves (February)

  1. Chinmoy Banerjee → Chief Executive Officer, GeBBS Healthcare Solutions. Handles end-to-end healthcare offerings and partnerships across markets. Former leadership roles at Hexaware Technologies, IBM, Tata Consultancy Services, and Infosys BPM.
  2. Srinivas Rao → Chief Executive Officer, K2 Partnering Solutions. leading strategy and execution across enterprise platforms, applications, AI, and cloud. Former leadership roles at LTM, Sutherland, Conduent, Capgemini, and Infosys.
  3. Manas Chakraborty → Managing Director & Chief Executive Officer, ITC Infotech. Will scale the business profitably and execute complex digital transformation programs at enterprise scale. Former leadership roles at Tech Mahindra and Mindtree.
  4. Kelly Hopping → Chief Marketing Officer, 6sense. Leads global marketing strategy at the intersection of AI, revenue intelligence, and B2B growth. Former leadership roles at Demandbase, HYCU, Gartner Digital Markets, Rackspace Technology, AMD, and Dell Technologies
  5. Yuneeb Khan → Chief Financial Officer, KnowBe4. Handles financial strategy, operations, and supports growth in human and Agentic AI risk management. Former Leadership roles at Trellix, Quotient Technology Inc., and NielsenIQ.

What’s New in Tech

AI Readiness Is Now the Gate to Transformation ROI

AI urgency remains high, but AI returns remain uneven. Gartner Insights say only 1 in 5 AI initiatives achieve ROI, and just 1 in 50 deliver true transformation.

The constraint drifts away from 'access to models' to AI readiness.

Most organizations fund AI for productivity gains. But productivity alone does not create enterprise value. The imbalance between tech progress and human preparedness continues to reduce impact.

Why this matters: 87% of employees show interest in AI tools. Only 32% trust leadership to guide this transition. Without balanced technology and workforce readiness, AI initiatives remain pilots instead of performance drivers.

Executive implication: Treat AI as a portfolio of value bets. Each initiative must clear business-value gates before scale.


1. Gaining AI ROI at the Business Layer, not the Model stage

Gartner’s AI investment framework emphasizes starting with business value, then validating technology, data readiness, and organizational adoption, in that order.

Executive move: Require every AI proposal to state the business problem, funding source, success metric, and stop conditions upfront.

2. Data and Organization are the Real Bottlenecks

Advanced models cannot compensate for poor data hygiene or unprepared teams. Clean, governed data and early change management consistently separate scalable AI programs from stalled pilots.

Executive move: Fund data governance and workforce readiness as first-class investments in AI.

3. Strategy must Stay in Motion

AI strategies decay quickly if they aren’t continuously realigned with business priorities. High-performing organizations treat AI strategy as a living system, regularly recalibrated against risk, value, and execution realities.

Executive move: Review AI portfolio alignment quarterly alongside Business Strategy.


From The Podcast

Most Companies Were Hacked by AI and Don't Know It: 4x CISO Explains How to Stop It

In this CXO Spotlight episode, Andres Andreu the CEO of Constella Intelligence explains how AI is compressing the timeline from attack design to execution. Constella tracks 230 billion identity records globally. The reality is that when a breach becomes public, it likely happened six months earlier, and attackers have already monetized it.

Key insights from the conversation:

  • Why AI without domain context is just hallucination
  • How enterprises shifted from single-vendor buying to selective specialty providers
  • The questions Chief Compliance Officers should ask, but often don’t
  • Why do people still buy from people, even when features look identical
  • Who wins as regulation, geopolitics, and AI force market consolidation

Why it matters: AI readiness is now inseparable from cyber resilience. As automation lowers the barrier to attack, the shift from protective posture to operational continuity becomes a board-level priority.

Watch on YouTube

Listen on Spotify

Listen on Apple Podcast

Are you an executive, board member, or company insider in North America? Share verified C-suite appointments for inclusion in CXO SpotLight email: hello@flywheelr.com

Enjoyed this issue? Forward to a colleague, subscribe, and follow us on LinkedIn for daily CXO updates.