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Optimizing MCP for Production: 10 Proven Performance Techniques

Model Context Protocol (MCP) is becoming production infrastructure for AI agents. This article outlines 10 proven performance optimization techniques to improve latency, throughput, and scalability while positioning managed MCP platforms as a foundation for reliable enterprise AI.

Steering Cloud ERP Migrations with Data Governance

Migrating to a modern cloud ERP system requires prioritizing high-quality data management to avoid legacy pitfalls, including early-stage data validation, strategic archiving, and creating unified golden records to ensure a successful transformation.

By Mageshwaran Subramanian

European Union flag in front of modern glass office buildings symbolizing cloud sovereignty and digital regulation in Europe.

Why Inetum Sees Control — Not Infrastructure — as the Real Sovereignty Challenge

ERP modernization in Europe now unfolds under sovereignty expectations. Data control, hybrid architecture, and governance-by-design increasingly determine whether AI-enabled systems can withstand regulatory scrutiny and scale with confidence.

Application Development and Integration

Unit4 office corridor with employees who developed Financials by Coda walking signage.

Building a Financial Backbone for Mixed-Application Enterprises with Unit4

Unit4 Financials by Coda is positioned as a financial backbone for mixed-application enterprises. This analysis explores its multidimensional ledger model, cloud deployment options, and low-code integration layer — and what that structure means for finance teams operating across jurisdictions and systems.

Governance, Risk, and Compliance

SAP February Patch Day Puts ABAP and Platform Risk in Focus

SAP’s February 2026 Patch Day delivered 26 new notes and one update, with critical exposure centered in ABAP and core platform services. Vendors warn impact depends on how trust and integrations operate inside each landscape.

Closing the ERP Intelligence-to-Action Gap

Automation

Over 70% of ERP initiatives are projected to fail by 2027 due to the gap between insights generated and coordinated actions taken, as traditional ERP systems, despite modernizations such as AI and analytics, struggle with structural issues that prevent timely decision-making across interconnected divisions.

By Tirumala Rao Chimpiri

Business user interacting with AI-powered analytics on a laptop, illustrating enterprise AI and real-time data intelligence.

The New ERP Backbone: Databricks, Inetum, and the Shift to AI-Native ERP Architectures

ERP systems are entering an AI-augmented era, but many data foundations are not ready. This analysis examines why AI-native ERP architectures are emerging, how Databricks is becoming the intelligence layer, and how Inetum helps enterprises operationalize AI with trust, governance, and scale.

Acumatica Summit Recap: ERP Elevated as Proactive Intelligence Infrastructure

At Summit 2026, Acumatica executives revealed a vision for ERP systems as predictive intelligence platforms leveraging digital replicas and AI to streamline operations, improve decision-making, and enhance user experiences through behavioral telemetry, all while emphasizing a partner-led growth model to address mid-market challenges.

By Chris Vavra

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ERP Today Application Development and Integration

Acumatica Summit 2026: Cassandra Moore

Chris Vavra and Cassandra Moore explore key themes and trends from the 2026 Acumatica Summit in Seattle, focusing on innovations in ERP technology.

Acumatica Analytics and AI

Acumatica Summit 2026: Manish Chandak

At Acumatica Summit 2026, Tech Electronics CEO Manish Chandak discussed the evolving themes in ERP, focusing on the impact of digital replicas and AI on the future role of ERP systems.

Salesforce Analytics and AI

ERP Today Interview: Achyut Jajoo

Salesforce's Achyut Jajoo talks with ERP Today about how they're working on helping manufacturers enhance operational scalability through prebuilt AI templates and improving autonomy and competitiveness in the face of labor shortages.

EY Analytics and AI

A New Approach to Banking with EY Digital Marketplace

Edward Sander and Jon Stevenson discuss how traditional banks can modernize operations and compete in the digital age by leveraging the EY Nexus Digital Marketplace and the EY-MoneyLion Alliance to overcome legacy systems and enhance customer engagement.

From SNP Transformation World 2025 – Rami Amkieh

ERP Today’s Robert Holland sat down with Rami Amkieh, Senior Vice President Middle East and Africa at SNP, to discuss the challenges faced by customers in the Middle East and Africa, how SNP is working with those customers to support their transformation goals, and the technologies that SNP is using to facilitate those transformations.

From SNP Transformation World 2025 – Don Mahoney

Robert Holland from ERP Today sat down with Don Mahoney, Chief Customer Officer at SNP, to talk about the challenges that customers face in finding the right approach to transformation, the preparations they can make regardless of a final transformation decision, and what makes successful transformation projects different.

From SNP Transformation World 2025 – Richard & Daniela Bühler

Richard Bühler, Head of Global IT at Cerdia, and Daniela Bühler, Head of IT Applications at Cerdia, sat down with Robert Holland of ERP Today to talk about their move to SAP S/4HANA. Having a long history with SAP, beginning with SAP R/2 and SAP R/3, and following a launch as a standalone company in 2019, Cerdia needed to move their SAP landscape from their SAP ECC 6 system. They have now completed their move to SAP S/4HANA, going live in April on RISE with SAP S/4HANA Cloud Private Edition.