Humans make mistakes. Every manual entry risks typos, duplicates, and inconsistent records that pollute your master data and cascade through your entire system landscape.
Your teams spend countless hours creating, validating, and updating master data records. Time that should be spent on strategic initiatives gets lost in data housekeeping.
Different systems, different formats, different versions. Without a unified data foundation, every report is questioned, every decision is uncertain.
AI-powered algorithms identify duplicates and near-matches across systems, suggesting consolidation and ensuring record uniqueness before it becomes a problem.
Enrich master data records automatically using external sources, AI inference, and pattern recognition—filling gaps without manual research.
Continuous AI-driven monitoring detects anomalies, quality degradation, and compliance risks in real-time, alerting teams before issues impact operations.
AI Agents execute complex data workflows autonomously—from creation to approval— learning from patterns and improving over time.
Create and update master data using natural language commands. AI interprets requests, validates data, and executes changes with minimal friction.
Machine learning models predict data quality issues before they occur, recommending proactive maintenance and optimization strategies.
SAP's generative AI copilot embedded across SAP applications. Use natural language to create, query, and manage master data directly within S/4HANA, MDG, and other SAP solutions.
Native SAP AI capabilities including SAP AI Core, AI Launchpad, and pre-built AI scenarios designed for enterprise master data management.
Low-code automation combined with AI to streamline master data workflows, approvals, and quality checks within your SAP environment..
Flexible third-party workflow automation for complex integrations spanning SAP and non-SAP systems, with AI nodes and custom logic.
Bespoke AI agents tailored to your specific master data challenges, using large language models and domain-specific training.
The AI market is evolving rapidly with no clear market leader. Rushing into a solution without proper analysis risks vendor lock-in, integration challenges, or missing better-fit options. Our deep-dive assessment ensures you make informed decisions that align with your long-term strategy.
Deep dive into your current master data landscape, pain points, and strategic objectives. We assess data quality, identify automation opportunities, and evaluate your technology readiness.
No one-size-fits-all here. We design a tailored AI automation strategy combining SAP BTP capabilities, third-party tools, and custom development based on your specific requirements.
Before full commitment, we build a targeted PoC demonstrating real value with your actual data. See the AI in action and validate the approach.
Phased rollout with continuous feedback loops. We implement, train your teams, and ensure the solution integrates seamlessly into your operations.
Not yet. The AI landscape for master data is rapidly evolving with no single dominant solution. This is exactly why a strategic consulting approach is essential—we help you navigate options, evaluate emerging tools, and design a solution tailored to your specific landscape and requirements.
AI augments, not replaces. The goal is to handle 80-90% of routine tasks automatically while elevating human data stewards to focus on exceptions, strategic decisions, and governance oversight. The combination of AI efficiency and human judgment delivers the best outcomes.
AI automation enhances SAP MDG, not replaces it. We integrate AI capabilities directly into your MDG workflows—improving data quality at creation, automating approvals, and providing intelligent suggestions within the familiar MDG interface.
Our approach is system-agnostic. Using SAP BTP integration capabilities and tools like n8n, we create unified AI automation that spans your entire landscape—SAP, Salesforce, Oracle, custom applications, and more.
A focused PoC can demonstrate value in 4-6 weeks. Full implementation timelines depend on scope and complexity, but we structure projects to deliver incremental value throughout—you don't wait until the end to see benefits.
Data security is paramount. We work within your existing security frameworks, leverage enterprise-grade AI platforms, and ensure all AI processing respects data residency, access controls, and compliance requirements. Your data never leaves your governed environment without explicit consent.
