Five blockers from two years of builds: brownfield integrations, unreliable enterprise data, lack of evaluations, governance and audit overhead, and operating-model frictions when moving from proof of concept to production.
75%technology leaders who fear 'silent failure', spending heavily on AI without real impact (BCG market research)
12% average relative decline for above-median substitution occupations, growing from 6% in year one to 14% in year two and 18% by June 2025.
285 millionUS job postings analysed, 2018Q1 to 2025Q2
Claims a single person assisted by agents can do the work of ten, and that multi-agent systems can fully replace people on some tasks.
90%cut in processing time per document claimed for a US health insurer's agents
Surface Index (tech-sector adoption): 2.2% of wage value, about $211 billion.
11.7%share of US wage value (about $1.2 trillion) in skills current AI tools can technically perform