LookAcross
See where your CX AI program stands.
A synthesis benchmark compiled from the best public research, with every statistic credited to its named source, and vertical spotlights on telecom and financial services.
Seven themed chapters on adoption, governance, and CX performance
Vertical spotlights on telecom and financial services
A full sources and methodology section with every report named
Compiled by LookAcross AI, the neutral intelligence and matching layer for Google Cloud partner selection. This report synthesizes public research.
State of Enterprise CX AI 2026
Benchmark your CX AI program against the enterprises setting the pace in 2026.
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Adoption is broad. Value capture is concentrated.
of organizations use AI in at least one function
McKinsey, Nov 2025
qualify as AI high performers
McKinsey, Nov 2025
of AI proofs of concept never reach production
IDC, via CIO.com
The 2026 evidence, in one place
01
Adoption and integration
The gap between broad adoption and production deployment across the enterprise.
02
The pilot-to-production crisis
Failure rates across IDC, Deloitte, MIT, S&P Global, and RAND.
03
CX performance benchmarks
Deflection, CSAT, and cost-per-resolution figures for enterprise CX.
04
The economics of automation
Labor-cost reduction and cost-per-contact data for conversational AI.
05
Vertical spotlights
Telecom churn and financial services governance cuts of the data.
For the leaders benchmarking strategy
CIOs, CTOs, CMOs, CROs, and VPs of Customer Experience at US enterprises.
A benchmark from a neutral layer, not a vendor
Every stat is sourced
Named reports, credited inline, so your team can verify each figure.
No product agenda
LookAcross synthesizes the research and sells no platform of its own.
On your side of the table
LookAcross matches and coordinates. It is not a Google Cloud partner.
Move from benchmark to a funded pilot.
Companies that close the gap select the right partner and build governance early. LookAcross matches you to verified Google Cloud Premier Partners, and can check your eligibility for a Google-funded pilot offering up to 25,000 US dollars in Gemini Enterprise credits with a discovery workshop.