Insights
Research is useful when it changes an operating decision. We publish the evidence behind our AI-system, workflow and infrastructure theses, while keeping third-party evidence separate from Compound Pulse performance claims.
Flagship research
The commercial thesis and evidence behind the workflow-integration system.
The AI Revenue System for High-Ticket Local Businesses
Where revenue is lost at transitions — missed call, weak qualification, ignored capacity, unfollowed quote — and how to instrument the operating layer instead of adding another isolated AI tool.
Read the research ↗Le système de revenu IA des entreprises locales à forte valeur
L’enjeu passe de l’accès à l’IA à son intégration dans les workflows qui produisent un résultat économique.
Lire l’analyse ↗International evidence
Read adoption statistics in the context of the populations and definitions that produced them.
AI Adoption Is Rising. Workflow Integration Is the Real Bottleneck.
Six surveys across multiple markets measure different populations. The useful question is not the headline adoption rate; it is how deeply AI is connected to the workflow that produces the outcome.
Read the research ↗L’adoption de l’IA progresse. L’intégration aux workflows reste le goulot d’étranglement.
Les enquêtes mesurent des populations différentes. Le signal utile est le passage de l’outil isolé au workflow intégré.
Lire l’analyse ↗From research to a running system
Operational intelligence turns workflow evidence into a measurable intervention. LUMA does the same for accepted AI service, resource use and machine selection.
Open Technology ↗