Reports · Program overview
Enterprise AI Pulse™
Understand how you compare overall—and against a similar cohort.
Read the overviewResearch & perspectives
A clearer view.
A better question.
Enterprise AI benchmarks from practitioners. Explore the research, briefings, and perspectives behind the network.
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Briefings · Program overview
AI Vital Stats™
A one-page briefing, benchmarked against peers. The data your stakeholders need.
Read the overview
Perspectives · Program overview
The enterprise AI peer perspective.
Spend, vendor performance, roadmap, adoption, and yield. See your program in context.
Read the overviewThe deliverables
Intelligence you
put to work.
Every member receives a personal AI Vital Stats™ briefing, a peer comparison report, the quarterly Pulse findings, and access to four proprietary indices.
Explore the actual sample formats and an illustrative view of the private member portal. The sample figures are clearly labeled example data.
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Proprietary intelligence
Four indices.
A sharper perspective.
Composite scores and cohort comparisons you can bring into a board discussion. Updated with every quarterly wave.
- AI Maturity Index™
- Where your program actually stands. A 0–100 composite of penetration, vendor stack coverage, commitment depth, and governance discipline—reported alongside your cohort percentile.
- Spend Index™
- Where peers allocate. Peer-benchmarked budget direction across foundation models, compute, data, consulting, software engineering, and governance.
- Heat Index™
- What enterprises are rolling out next. Near-term adoption momentum across emerging technologies.
- Vulnerability Index™
- Which vendors are at risk, across both legacy and AI-native providers. Switching intent and displacement targets, weighted by stated spend.
With your second response
From maturity to measured impact.
The AI Yield Index™ activates once a baseline exists. It measures what your maturity converts into—wave-over-wave business impact across lines of business.
The Arcana model
Built for
the enterprise buyer.
Arcana is the Voice of the AI Customer. The Enterprise AI Pulse™ follows spend, vendor performance, technology roadmap, business unit adoption, and yield.
- 01 · SourcePre-screened. No paid panels.
- Every respondent is a verified enterprise leader with budget authority—vetted on a personal call before they touch a single question. All responses anonymized. Reported in aggregate only.
- 02 · IndependenceNo spin. No bias.
- The study is designed from the enterprise buyer’s perspective. No vendor pays to shape questions, sponsor the Pulse study, or get pre-publication access.
- 03 · FrequencyTime series, not snapshots.
- Same topics, every quarter. A longitudinal record of enterprise AI behavior—so buyers can see how their program and their peers change over time.
The member portal
Your research.
Always on.
Your AI Vital Stats™, the four indices, the use case library, and the full archive—updated quarterly as new data comes in. Members follow their peer cohort and program over time.
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Membership
A place for
your perspective.
Contribute to the research. Get closer to the people shaping enterprise AI.
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