Trend AI reengineers how technology organizations are structured, governed and led
Summary
Deloitte's fourth trend declares that the era of incremental technology change is over. Within a few years, AI has moved from automating tasks to dismantling and rebuilding the structure of the technology organisation itself. The report stresses that this goes beyond new tools or changes in headcount, because AI is reengineering how technology teams are structured, governed and led. It expects tomorrow's model to be leaner and faster, with AI embedded at every layer from architecture to delivery, turning the function into an engine that keeps learning and optimising. Evidence includes rising AI budgets, planned team growth, new roles and CIOs increasingly reporting to chief executives. Moderna's Tracey Franklin warns that agents and people will soon be fully integrated, faster than most companies are ready for, ending the era of building once and forgetting.
Classification
Evidence 2
- Tech Trends 2026: As technology innovation and adoption accelerate, five trends reveal how successful organizations are moving from experimentation to impact Deloitte Insights (Deloitte Development LLC, US Office of the CTO) page=45;section=The great rebuild: Architecting an AI-native tech organization 2025-12 accessed 2026-07-26
- Tech Trends 2026: As technology innovation and adoption accelerate, five trends reveal how successful organizations are moving from experimentation to impact Deloitte Insights (Deloitte Development LLC, US Office of the CTO) page=45;section=The great rebuild: Architecting an AI-native tech organization 2025-12 accessed 2026-07-26
Observed signals 12
- Signal48% are expanding cloud-native and DevOps practice and 57% are moving from projects to products
- Signal64% plan to raise AI investment and AI's share of tech budgets should move from 8% to 13%
- Signal66% now treat the technology organization as a revenue generator rather than a service centre
- Signal71% are modernizing core infrastructure and 23% spend 6% to 10% of revenue doing it
- SignalA coding-tools engineer claims a tenfold productivity gap that he says nobody measures
- SignalAdoption stages put cyber AI furthest along and AI agents least deployed
- SignalAlmost a third of CIOs call orchestrating other tech leaders essential within 18 months
- SignalFour named new roles anchor the AI-era technology talent map
- SignalMosaic Insurance Launches New 'AI Lab' Unit
- SignalNearly 70% of tech leaders plan to grow teams because of generative AI
- SignalOnly 1% of IT decision-makers report no major operating model change underway
- SignalTwo-thirds of organizations are piloting, using or close to deploying agents
Part of issues 4
- IssueA decade of cloud migration removed the in-house skills AI infrastructure now requires2 trends · 0 signals
- IssueCode generation is described as a disappearing bottom layer of the IT stack1 trends · 1 signals
- IssueDigital fluency becomes a condition of every role as agents absorb complex tasks1 trends · 0 signals
- IssueGovernance becomes continuous and AI-assisted rather than periodic review1 trends · 0 signals
Relation types: constitutes · supports
Public id: fm-0512e851745b
