Unlock the Wisdom in Your SAP Data

From siloed records to AI-ready intelligence
VE3 DataWise transforms your SAP data into a strategic advantage.

Why SAP Data Needs a Rethink 

The Status Quo is Slowing You Down

Fragmented SAP

Fragmented SAP estates

(ECC, S/4HANA, BW, BTP, Ariba, Concur, SuccessFactors) and non-SAP sources produce silos, duplication, and inconsistent semantics.

Data Quality

Data quality debt

blocks trusted reporting, delays S/4HANA prep, and undermines analytics, forecasting, and AI applications. 

SAP tooling

SAP-native tooling

is excellent for transactions but not designed for real-time, cross-domain analytics or AI feature pipelines. 

Compliance

Compliance costs

and risk climb without lineage, access controls, and policy enforcement spanning SAP + non-SAP data. 

80% of SAP data is unused in strategic analytics today

VE3 Datawise: built for SAP+ Databrics

A modern data transformation layer that turns SAP (and surrounding) data into clean, unified, governed, and AI-ready intelligence on a Databricks Lakehouse. 

SAP Data TransformationDiagram showing five steps: Ingests data, unifies and models, activates insights, cleans and standardizes, governs.

How it works

Powered by MatchX for profiling, cleansing, and matching, and Databricks for Delta tables, DLT/Workflows, and Unity Catalog, DataWise is a comprehensive, end-to-end foundation. It's not just another MDM or reporting tool—it’s the backbone for trustworthy analytics, AI, and S/4HANA migration readiness. 

What DataWise Delivers 

Unified, Governed Lakehouse for SAP
Consistently High Data Quality
Near Real-Time Insight
Advanced Analytics & AI/ML
Governance You Can Rely On

We integrate data across core SAP modules (RTR, OTC, PTF, P2P, SD, MM, PP) and adjacent platforms like Ariba and Concur, landing and modeling it in a scalable, cost-effective Databricks Lakehouse on your preferred cloud.

Automated profiling, cleansing, and validation ensure accuracy and completeness, so stakeholders can trust every dashboard and model output.

Streaming and incremental pipelines unlock timely KPIs and interactive dashboards, reducing decision latency across all functions.

Using Databricks ML, we enable predictive and prescriptive use cases like predictive maintenance, fraud detection, and demand forecasting.

Pre-configured cataloguing, lineage, access controls, and rule libraries help you meet compliance requirements while improving adoption and auditability.

What DataWise Delivers 

Unified, Governed Lakehouse for SAP
We integrate data across core SAP modules (RTR, OTC, PTF, P2P, SD, MM, PP) and adjacent platforms like Ariba and Concur, landing and modeling it in a scalable, cost-effective Databricks Lakehouse on your preferred cloud.
Consistently High Data Quality
Streaming and incremental pipelines unlock timely KPIs and interactive dashboards, reducing decision latency across all functions.
Near Real-Time Insight
Streaming and incremental pipelines unlock timely KPIs and interactive dashboards, reducing decision latency across all functions.
Advanced Analytics & AI/ML
Using Databricks ML, we enable predictive and prescriptive use cases like predictive maintenance, fraud detection, and demand forecasting.
Governance You Can Rely On
Pre-configured cataloguing, lineage, access controls, and rule libraries help you meet compliance requirements while improving adoption and auditability.

Our Core Principles

01. Ingestion Layer
  • Scope: ECC, S/4HANA, BW/4HANA, BTP; Ariba, Concur, SuccessFactors; non-SAP (CRM, IoT/telemetry, web, finance systems).
  • ‍Patterns: ODP/ODQ, IDoc/BAPI, APIs, CDC/streaming, secure file drops.
  • Benefits: Rapid onboarding, incremental loads, lower integration friction, faster time-to-value.
02. MatchX Quality & Rule Engine
  • Functions: Profiling, standardisation, fuzzy & probabilistic matching/linking, survivorship, golden-record creation, document matching (PDF, image text), exception queues and stewardship workflows.
  • KPIs: Data Trust Index (completeness, accuracy, consistency, timeliness), DQ SLAs, issue backlog burn-down.
  • Benefits: Reliable, deduplicated, trusted SAP data for analytics and AI.
03. Near Real-Time Insight
  • Build:Curated business models (finance, supply chain, PM, QM, MM, SD, HR), conformed dimensions, KPI definitions, SCD handling.
  • Runtime: Delta Live Tables / Workflows (Databricks), parameterised pipelines, testing/validation, lineage captured end-to-end
  • Benefits: Semantic clarity, repeatability, auditability; fewer semantic disputes
04. Advanced Analytics & AI/ML
  • Controls: Centralised catalogues, RBAC/ABAC:row/column-level policies, masking, tokenisation, PII handling, policy-as-code, audit logs.
  • Ops: Dev/Test/Prod workspaces, CI/CD, reproducible jobs, observability.
  • Benefits: Compliance confidence and safe self-service for analysts, scientists, and engineers.
05. Governance You Can Rely On
  • Analytics: Power BI/Tableau/Looker semantic layers and dashboards.
  • AI/ML: MLflow, Feature Store, time-series/demand forecasting, anomaly detection, LLM-augmented analytics.
  • Reverse ETL & Apps: Push cleansed insights back into SAP or line-of-business systems (alerts, worklists, next-best-action).
  • Benefits: Actionable outcomes, not just dashboards.

Industry Impact

Public Sector

Click Here →

Healthcare & Lifesciences

Click Here →

Retail & Ecommerce

Click Here →

Telecom & Mobility

Click Here →

Manufacturing

Click Here →

Banking & Fintech

Click Here →

What You Get

Fragmented SAP

Continuous performance assessments and benchmarking

Fragmented SAP

AI model refinement as data and clinical needs evolve

Fragmented SAP

Knowledge transfer, documentation, and training to build in
house capability

Fragmented SAP

Future-state roadmap development aligned to Trust strategy

How it works

How Datawise works?

Why Choose VE3

Data Profiling

Deep SAP module expertise with SAP & Databricks certified consulting

Data Matching

MatchX for data quality and intelligent matching

Data Cleansing

Prebuilt templates and pipelines for faster execution

Document Matching

Outcome-first
methodology with VE3 Ascend compatibility

Benefits You Can Expect

Clean, consistent, reliable data that stakeholders trust 

Faster time-to-insight with near real-time analytics 

Lower run costs via modernized, cloud-native data architecture 

Greater agility to onboard new sources and use cases 

Better decisions across functions with richer, joined-up data 

A future-proof foundation for
AI/ML and S/4HANA migration

Datawise

Is cloud-agnostic and deploys on AWS, Azure, or GCP, leveraging Databricks to unify data warehousing and AI workloads on a single, scalable platform.  

Real Business Outcomes

30%

Faster Go-Live

40%

Improved Process Efficiency

30 - 50%

Cost Savings via Automation & Testing Tools 

80%

Reduction in Migration Errors

Find us on

Ephicient logoEphicient logoEphicient logoEphicient logoEphicient logoEphicient logoAriseHealth logo
Ephicient logoEphicient logoEphicient logoEphicient logoEphicient logoEphicient logoAriseHealth logo

Read the Latest Insights and Thought Leadership

Stay current with the strategies, trends, and technologies defining the next era of digital excellence

Unlock the Business Value from your SAP Data: Measurable Business Outcome-Driven Data & AI Transformation Roadmap

Manish Garg
Read More
right blue arrow

SAP Enterprise Threat Detection - A Strategic Approach to Robust Security Framework

Naman
Read More
right blue arrow

The Concept and Characteristics of EDI in SAP

Siddhi Gurav
Read More
right blue arrow

SAP Business One Evolution: Upgrades Driving SMEs Digital Transformation

Dnyaneshwar Kond
Read More
right blue arrow

SAP Payroll Management in UK Healthcare with SAP S/4HANA

Dnyaneshwar Kond
Read More
right blue arrow

Unlocking Project Success: Best Practices for Project Accounting in SAP S/4HANA Cloud Implementation

Dnyaneshwar Kond
Read More
right blue arrow

Strengthening Your Digital Defense: Unleashing the Potential of SAP Enterprise Threat Detection (ETD)

Dnyaneshwar Kond
Read More
right blue arrow

Mastering Expense Management with SAP Concur for Businesses

Dnyaneshwar Kond
Read More
right blue arrow

Empowering Business with SAP Business One: Master Data Security & Compliance

Dnyaneshwar Kond
Read More
right blue arrow

SAP BRIM: Your Detailed Guide to Next-Generation Billing Solution

Dnyaneshwar Kond
Read More
right blue arrow

Maximize Accuracy & Efficiency with SAP Advanced Financial Closing

Dnyaneshwar Kond
Read More
right blue arrow

Mastering SAP Order to Cash Process: Key Step and Best Practice

Dnyaneshwar Kond
Read More
right blue arrow

Transforming Payroll with SAP SuccessFactors EC

Dnyaneshwar Kond
Read More
right blue arrow

Leverage SAP Business One Cloud ERP for Business Optimization

Dnyaneshwar Kond
Read More
right blue arrow

Achieving Business Continuity with RISE with SAP

Dnyaneshwar Kond
Read More
right blue arrow

Benefits & Challenges of Live Connections in SAP Analytics Cloud

Dnyaneshwar Kond
Read More
right blue arrow

Comparing SAP Analysis for Office and SAP Analytics Cloud Add-In

Dnyaneshwar Kond
Read More
right blue arrow

How to Choose the Right SAP Support: Enterprise, Standard, or Application Management Service

Dnyaneshwar Kond
Read More
right blue arrow

Accelerating Software Development with SAP's Agile Approach

Dnyaneshwar Kond
Read More
right blue arrow

SAP Datasphere: Empower Business Users in Data Management

Dnyaneshwar Kond
Read More
right blue arrow

Simplifying Financial Workflows Using SAP Accounting Tools

Dnyaneshwar Kond
Read More
right blue arrow

Enhance HR Efficiency with the Strength of SAP SuccessFactors

Dnyaneshwar Kond
Read More
right blue arrow

Advantages of Integrating SAP SuccessFactors in HR processes

Dnyaneshwar Kond
Read More
right blue arrow

How SAP SuccessFactors Modernizes HR Recruitment Processes?

Dnyaneshwar Kond
Read More
right blue arrow

AI Revolution for Business: Unlock Potential with SAP BTP

Dnyaneshwar Kond
Read More
right blue arrow

Transforming Payroll with SAP SuccessFactors EC

Dnyaneshwar Kond
Read More
right blue arrow

Key Features of SAP Landscape Transformation Replication Server (SLT)

Dnyaneshwar Kond
Read More
right blue arrow

SAP Fiori: Streamlining Convergent Invoicing Operations

Dnyaneshwar Kond
Read More
right blue arrow

SAP BRIM: Maximize Revenue with Subscription-Based Billing

Dnyaneshwar Kond
Read More
right blue arrow

SAP Ecosystem: Guide to Key Solutions, Services & Platforms

Dnyaneshwar Kond
Read More
right blue arrow

Ultimate Guide for Choosing the Right SAP Consulting Services

Dnyaneshwar Kond
Read More
right blue arrow

SAP Modules: Functional & Technical Components Simplified

Dnyaneshwar Kond
Read More
right blue arrow
Gray left-pointing arrow inside a white circular button.
Circular play button icon with a gray right-pointing triangle.

Make Your SAP Data Work Smarter

Let’s explore how DataWise can power analytics, AI, and confident decision-making at scale.

Let's Connect
Blue stylized letters and number forming the text VE3.

Innovating Ideas. Delivering Results.

ServicesExpertisePlatformsSolutionsIndustriesPartners
BlogCase StudiesResearchNewsNewsletterEvents
About usCareers at VE3Life @ VE3PoliciesCommitmentsContact Us

Subscribe to our Newsletter

Woman sitting on couch wearing a white cable-knit sweater and blue jeans, holding a phone with one hand.
  • © 2026 VE3. All rights reserved.
LinkedIn logo in white on a gray circular background.Facebook social media icon with white f on a gray circular background.Gray circle with white X symbol, indicating a close or cancel button.Gray play button icon within a rounded square with a subtle drop shadow on a white background.