Business • ROI • Adoption

Bring conversational analytics to your company with measurable ROI.

CERTIVAIQ shortens time between question and decision, centralizes data governance and scales insight access across the organization.

Business case (indicative)
-30%
average reporting time*
-40%
manual analysis tasks*
self-service adoption
decision quality
* Estimate on recurring reporting processes; confirmed in initial assessment.
Enterprise adoption
Gradual introduction: fast value, reduced risk, stronger governance.
Phase 1
Assisted query
Guided
  • Writing copilot
  • Responses with validation
  • Track adoption KPIs
Phase 2
Advanced routing
Optimized
  • Dynamic SQL/cube selection
  • Automatic fallback and checks
  • Complete audit trail
Phase 3
Decision scaling
Continuous
  • Extended semantic catalog
  • Fewer manual escalations
  • Cross-function adoption
Request a demo
Share your scenario, data sources and business goals. We design assessment, roadmap and adoption path for CERTIVAIQ.

Technical workshop

Data integration, semantic layer, security and governance.

Business case

ROI, target KPIs, operating model and release plan.

Contact us by email