Architecture

Your systems in. Governed answers out.

VEPICT sits beside the systems you already run. It reads from them, resolves and models the data once, and serves every dashboard, forecast and AI answer from that one governed layer.

Your existing systems

  • ERP
  • CRM
  • EHR
  • SCM
  • WMS
  • MES
  • IoT
  • Databases
  • APIs
  • Files

VEPICT

Data Management + Process Intelligence + Analytics + AI

  • Ingest
  • Store
  • Data Forge
  • Catalog
  • Orchestrate
  • Stream
  • Pipelines
  • Govern
  • Vista

Business intelligence and insights

  • Connected dashboards
  • Operational visibility
  • Patterns and trends
  • Decision support

You do not replace your existing systems. VEPICT reads from them through tested, stored connections and models the data once for every report, forecast and AI answer.

Flexible deployment. Cloud, hybrid or on-premises — multi-cloud, open-source and enterprise-ready. Works alongside Epic EHR, Infor ERP and IoT data, on SAP, Microsoft, AWS, Google Cloud and Apache technologies.

Inside the platform

The modules, in the order data moves through them

IngestConnectors for databases, SaaS applications, files and APIs, with tested, stored connections.
StoreObject storage for raw and landed files, loaded straight into tables.
Orchestrate and StreamFull, appended or incremental syncs, workflows, and event streaming for operational signals.
Data ForgeNamed datasets in visual SQL, SQL or Python, with builds, lineage and semantic models.
Catalog and GovernOne catalog every engine reads through; owners, glossary, PII and PHI classification, quality gates and audit.
PipelinesTraining and serving for forecasting and classification models, with a registry and monitoring.
Vista and Report studioDashboards, paginated reports and drill-downs by role.
Ask and Agent StudioPlain-language questions, dashboards built on request, and agents that watch for patterns.

Security, deployment and AI governance: Trust and security → · The systems we connect to: see the list →

Will it work with what you run?

Tell us your systems in a 20-minute briefing.

Book a 20-minute briefingRequest a full consultation