State of Enterprise AI
Original survey or documented primary dataset, sample, geography, dates, methodology, limitations and approved authors.
APPNEURAL Research
Original research and practical intelligence for leaders building the intelligent enterprise.
We publish research when there is a documented question, method, evidence base, author ownership and clear limitations. Analysis based on external sources is labelled as analysis—not proprietary research.
Read publication principlesPublished research
No approved research reports are published yet.
The legacy catalogue contained unsupported sample sizes, findings and benchmark claims, so those entries have been withdrawn from public discovery pending evidence review.
Original research
Question, method, sample, collection dates, sources, authors and limitations will be made visible.
Analysis and synthesis
Third-party evidence will be cited and separated from APPNEURAL interpretation.
No invented metrics
No survey results, benchmark figures or adoption percentages appear without source data and review.
Proposed series
Research directions—not claims of completed studies.
These recurring properties are planning concepts. Each requires evidence and a publication decision before it becomes a report.
State of the Agentic Enterprise
Original evidence on adoption, governance and operating models; otherwise publish a clearly labelled analysis.
Enterprise Automation Index
Defined indicators, collection method, comparable sample and reviewable scoring methodology.
Engineering Productivity Report
Permissioned data, measure definitions, sample context and confounder/limitation disclosure.
Cloud Efficiency Benchmark
Reproducible workloads, tested configurations, dated provider prices, units and limitations.
Data Readiness for AI
Document whether framework, case synthesis or primary research; validate dimensions and scoring.
Intelligent Enterprise Index
Publish constructs, scoring, validation, intended use and limitations before naming an index.
Enterprise Intelligence
Have a research question?
Get in touch about a topic, evidence standard or research collaboration. A proposed study is not described as completed research.
Scope and availability confirmed individually · Written terms define the engagement