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Technology · Updated 2 hours ago

Artificial Intelligence

Generative and agentic AI are moving from pilots to production. Compute, energy and governance are the emerging bottlenecks.

Consensus
86
0–100 index
Momentum
+78
+78%
90-day
Sources
142
Cross-category
Publications
918
Indexed
Executive Summary · AI Synthesis

Across 142 monitored sources, the dominant narrative on Artificial Intelligence is one of accelerating adoption coupled with structural bottlenecks. Tier-1 consultancies converge on the value thesis; scientific and international bodies remain more measured on societal impact and timelines.

Key Insights

Insight

Agentic AI

Autonomous workflows crossing multi-app boundaries.

Insight

Physical AI

Foundation models embodied in robotics and vehicles.

Insight

AI Infrastructure

GPUs, HBM and datacenter power dominate capex.

Insight

Digital Workers

Role-based agents replacing individual SaaS seats.

Insight

AI Governance

EU AI Act, US EO and ISO 42001 shape enterprise use.

Consensus Matrix

Alignment of leading sources on Artificial Intelligence.

MK
McKinsey & Company
++
BCG
BCG
++
DL
Deloitte Insights
+
AC
Accenture Research
++
GT
Gartner
+
N
Nature
●
MIT
MIT Technology Review
+
OE
OECD
●

Diverging Opinions

Where sources disagree.

McKinseyvsNature
Near-term productivity impact
Bullish vs Neutral
GartnervsOECD
Labour displacement pace
Fast vs Gradual
BCGvsMIT
Agentic AI enterprise readiness
High vs Selective

Timeline

Publications and consensus over time.

2019
2020
2021
2022
2023
2024
2025
2026

Related Topics

Source Explorer

  • MC
    The State of AI in 2026
    2026
    McKinsey & Company · Technology

    Enterprise AI adoption crosses 65% with agentic workflows driving measurable P&L impact.

  • BC
    GenAI Value Creation Playbook
    2026
    BCG · Technology

    Reusable capability stacks outperform point solutions by 3x on ROI.