March 30, 2026
SAP Acquires Reltio to Drive Data Quality in Enterprise AI
SAP has agreed to acquire the cloud-native master data management (MDM) provider Reltio to make both SAP and non-SAP enterprise data AI-ready. It says it will provide business customers with the necessary tools to “unify, cleanse and harmonise data” in order to achieve “superior enterprise-wide agentic AI”. The transaction is expected to close in Q2 or Q3 2026, subject to regulatory approval.
With this acquisition, the ERP software provider SAP appears to be shifting its focus from building more intelligent, proactive AI systems to improve the quality and context of the data feeding it. Even the most advanced AI solution in the world is only as good as the data it uses. As the saying goes in data analysis “garbage in, garbage out” or, conversely, if you want quality insights, you need quality data.
Muhammad Alam, Member of the Executive Board of SAP SE, Product & Engineering, summarises its latest approach to getting the best out of AI: “AI cannot reach its full potential when data is fragmented across business units, platforms and domains without connection or context.”
Reltio Provides a “Golden Record”
Once complete, Reltio will become a core capability within SAP Business Data Cloud (SAP BDC), the data platform central to SAP’s AI strategy since its launch in early 2025. The deal is intended to accelerate BDC’s evolution into a fully interoperable enterprise data platform, extending its reach beyond SAP’s own applications to govern data wherever it sits. Reltio will also remain available as a standalone offering, and customers will be able to purchase it separately or alongside other SAP products.
The technology Reltio brings is built around what SAP describes as a “golden record” system of context. The AI-based entity resolution identifies and merges related records from both structured and unstructured sources across formats and applications into a single, reliable profile. The result is a consistent view of customers, products, suppliers, locations and employees spanning SAP and non-SAP environments.
A central objective of the integration is to give SAP’s Joule AI assistant and its broader Joule Agents ecosystem, which include customer experience agents, a reliable data foundation to operate from. According to SAP, Joule and Joule Agents will be able to draw on a more complete and consistent picture of the business, shortening the time between AI queries and responses.
Reltio Founder and CEO, Manish Sood, believes the acquisition will help to advance its AI innovation plans: “Enterprise AI needs trusted context that is open and interoperable across the heterogeneous IT landscapes our customers run.” Sood described the combination as an opportunity to deliver a true context layer for the enterprise, where trusted data flows across every application, workflow and AI-driven decision.
Data Quality as a CX Differentiator
For customer experience leaders, the implications are significant. Fragmented customer data is one of the most common reasons AI-driven personalisation falls short. Models drawing on inconsistent profiles produce interactions that feel disconnected from the customer’s reality. The ‘golden record’ concept addresses this directly, unifying identities across touchpoints so that every AI-powered engagement works from a complete, accurate picture.
This challenge extends across the CX community and beyond. Research from Cisco has highlighted how AI adoption is forcing businesses to take data governance more seriously, recognising that AI outputs are only as trustworthy as the data behind them. Last month, a similar logic underscored the partnership between CrowdStrike and Qualtrics, which sought to address vulnerabilities in the data layer feeding CX and EX platforms.
As organisations move from raw data to real decisions through agentic AI, those with the cleanest, most connected data will hold a material advantage, provided of course that effective privacy and security guardrails are in place. SAP’s move for Reltio is a bet that the golden record is no longer a back-office ambition, but a front-line differentiator.
