Data management & Big Data, ready for AI

A complete data-management layer for collecting, transforming, governing, storing and serving enterprise data to applications, BI, machine learning and agentic AI.

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The data lifecycle

Ingest. Transform. Govern. Activate.

One governed flow takes data from every source system to the AI that acts on it.

Ingest

Databases · APIs · ERP · files · streams

Transform

ETL / ELT · cleansing · mapping

Govern

Quality · metadata · rules · lineage

Store

Data warehouse · lake · Big Data

Serve

Datasets · APIs · BI · apps

Activate

ML · GenAI · agentic AI

Core data management

Data integration & ingestion
ETL / ELT, transformation & enrichment
Data quality, profiling & standardisation
Metadata, catalogue, lineage & governance
Master / reference data support
Role-based security and controlled access

Storage & Big Data

Support multiple enterprise data architectures in one platform:

Data warehouse Data lake Big Data Operational DB

Enterprise data serving layer

Deliver trusted data to every consumer from one place.

BI & dashboards Machine learning GenAI / RAG Agentic AI APIs & applications

Why it matters

AI is only as good as the data beneath it

Automation platforms assume your data is already clean, connected and governed. Data Workbench makes it so — giving every model, GenAI service and agent one trusted foundation.

Key outcomes

Single governed data layer Faster data onboarding Trusted data quality Scalable, Big Data–ready AI-ready enterprise data On-prem / cloud / hybrid

Works with

Feeds every other suite

Wisdology

Map governed data to shared business meaning.

AutoML

Train models directly on curated datasets.

Generative AI

Ground RAG and Text-to-SQL in trusted data.

Agentic AI

Give agents reliable data to act on.

Build your AI-ready data foundation

See Data Workbench ingest, govern and serve data from your own systems.

Request a demo