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Overcoming barriers to database modernisation in the AI age
Tech Optimizer
April 11, 2026

Overcoming barriers to database modernisation in the AI age

Enterprises in Malaysia are transitioning from legacy systems to modern infrastructure to facilitate AI deployment. A roundtable discussion highlighted the challenges of AI integration, emphasizing the need to reduce costs associated with outdated systems. Organizations are adopting hybrid cloud approaches and utilizing various databases to manage extensive data across multiple applications. The push for AI is driven by management and customer expectations, but employee willingness to upskill remains a challenge. Not all challenges require AI solutions, and starting with smaller use cases can lead to successful scaling. The adoption of open-source database systems like Postgres is increasing, necessitating reliable support to address issues and ensure application availability. Data sovereignty is a concern for enterprises operating in mixed environments, and EDB Postgres AI offers a platform that combines security with cloud agility. Reducing infrastructure costs is essential for freeing up resources for new initiatives.
Windows and Xbox rediscover user feedback and fans are wondering what took so long
Winsage
April 10, 2026

Windows and Xbox rediscover user feedback and fans are wondering what took so long

Microsoft has shifted its focus to better address user needs, revitalizing its Xbox Series X|S consoles and re-engaging with the gaming community through initiatives like the global Xbox FanFest. The company is also working to improve its relationship with Windows users by acknowledging past criticisms and planning to reinstate Windows Insider meetups and prioritize user-requested features. Despite these efforts, skepticism remains among observers of Microsoft's trajectory. Microsoft's relationship with OpenAI is complicated, with CEO Satya Nadella expressing concerns about backlash against AI integration. The company has invested over a billion dollars in OpenAI for exclusive access to AI models but may pursue legal action against OpenAI due to its collaborations with other tech giants. Microsoft's AI and cloud businesses are facing scrutiny from investors, with concerns about profitability and the sustainability of Azure operations. Nearly half of U.S. data centers planned for 2026 are at risk of cancellation, complicating Microsoft's AI ambitions. OpenAI's path to profitability is expected to be long, with projections suggesting it may not turn a profit until 2030. The competitive landscape, including rivals like Anthropic and alternatives from China, adds uncertainty. Legal challenges may arise from OpenAI's agreements with other companies, potentially affecting Microsoft's interests. Nadella's reference to "societal permission" indicates an awareness of Microsoft's public image, which has suffered. Xbox has faced community engagement issues, and Windows 11 has experienced public relations challenges and a decline in innovation. The costs associated with AI have been substantial, impacting Microsoft's reputation and consumer trust.
True enterprise sovereignty is more approachable than ever, thanks to K8s-powered cloud-neutral PostgreSQL
Tech Optimizer
April 8, 2026

True enterprise sovereignty is more approachable than ever, thanks to K8s-powered cloud-neutral PostgreSQL

Discussions on digital sovereignty are shifting from infrastructure to databases, driven by geopolitical pressures in Europe. Hyperscalers like Amazon and Microsoft are investing heavily to comply with new regulations, prompting organizations to reconsider their reliance on managed cloud services. Many enterprises are now viewing PostgreSQL as a portable, cloud-neutral foundation to ensure consistent behavior across various environments, leading to interest in Sovereign DBaaS. Gabriele Bartolini, VP and Chief Architect of Kubernetes at EDB, emphasizes that true sovereignty starts with the database and that portability enhances negotiating leverage and compliance. Bartolini warns that while managed cloud services offer convenience, they often sacrifice control. He notes that transitioning away from these services can provide long-term leverage, as evidenced by Microsoft's encouragement for customers to run self-managed PostgreSQL. The Operator Pattern in Kubernetes enables better database management and lifecycle control, with CloudNativePG exemplifying this approach. Bartolini asserts that owning hardware allows organizations to better manage costs, especially for resource-intensive AI workloads, and that moving to bare metal can significantly enhance performance. A cultural shift is necessary for success, with DBAs needing to adapt to cloud-native environments. Bartolini encourages DBAs to develop a broader understanding of Kubernetes to enhance collaboration across teams. He warns that the database team cannot drive change alone and must align with the entire infrastructure direction to avoid dependency on proprietary tools that limit independence and innovation.
EDB Postgres® AI Delivers Superior Predictability vs. Cloud Data Warehouses in High-Concurrency Benchmark, Unveils Q1 Platform Updates to Power the Agentic AI Era
Tech Optimizer
April 1, 2026

EDB Postgres® AI Delivers Superior Predictability vs. Cloud Data Warehouses in High-Concurrency Benchmark, Unveils Q1 Platform Updates to Power the Agentic AI Era

Independent benchmarking by McKnight Consulting Group shows that EDB Postgres AI for WarehousePG provides significant cost efficiency and performance consistency, with organizations potentially saving up to 58% in total cost of ownership compared to leading cloud data warehouse solutions. The evaluation compared EDB PG AI against competitors like Snowflake, Databricks, Amazon Redshift, and Hive on Apache Iceberg using a 10TB extended TPC-DS dataset, focusing on high-concurrency mixed workloads. Key findings include: - EDB PG AI demonstrated unmatched cost efficiency, with an annual cost of ,886 compared to Snowflake’s ,953 for a multi-cluster setup. - It exhibited superior concurrency handling, with the lowest performance slowdown of 2.7x when scaling from one to five concurrent users, outperforming Snowflake (3.9x), Redshift (4.0x), and Databricks (4.1x). - EDB PG AI's core-based, capacity-pricing model eliminates unpredictable pricing fluctuations associated with consumption-based models. EDB announced Q1 2026 platform updates, including: - GPU-Accelerated Analytics for 50–100x faster analytics on large datasets. - Enhanced Agent Studio for quicker AI agent development and deployment. - Upgraded Vector Engine for improved indexing speed and efficiency. - WarehousePG Enterprise Manager for simplified management of MPP workloads. - Agentic Database Management with a native chatbot for natural language database management. - Certification as a mission-critical data layer for the Red Hat Ansible Automation Platform.
EDB Highlights Community Release of CloudNativePG 1.29 and Previews Exclusive Kubernetes Data Protection at KubeCon Europe
Tech Optimizer
March 26, 2026

EDB Highlights Community Release of CloudNativePG 1.29 and Previews Exclusive Kubernetes Data Protection at KubeCon Europe

EnterpriseDB (EDB) has released CloudNativePG 1.29, an open-source Postgres operator for Kubernetes, and introduced an enterprise-grade data protection solution for its commercial CNPG operator. Open-source strategies are crucial for 80% of major enterprises in the EMEA region, with only 13% achieving success in AI and data initiatives through sovereign data platforms. The EU Cyber Resilience Act mandates secure software supply chain practices. CloudNativePG has gained over 8,000 stars on GitHub and now features modular extensions and built-in supply chain security. EDB is developing a Kubernetes-native data protection solution offering Zero Data Loss and centralized management. This solution supports compliance with the EU Cyber Resilience Act and ensures operational control while reducing cloud infrastructure costs. EDB Postgres® AI is positioned as a secure, compliant, and scalable sovereign data and AI platform.
EDB Accelerates Postgres for the Agentic Workforce Era with NVIDIA AI Infrastructure and Interactive Analytics
Tech Optimizer
March 17, 2026

EDB Accelerates Postgres for the Agentic Workforce Era with NVIDIA AI Infrastructure and Interactive Analytics

EnterpriseDB (EDB) has advanced its integration with NVIDIA's cuDF for Apache Spark to enhance Postgres® performance on NVIDIA AI infrastructure, achieving analytics capabilities up to 100 times faster than traditional methods. EDB emphasizes the need for a real-time analytics framework to address challenges posed by fragmented data silos and inefficient analytics processes. Key features of EDB Postgres AI include GPU-acceleration for interactive analytics, NVIDIA NIM model serving, fully air-gapped support for private registries, and high-speed retrieval with NVIDIA NeMo Retriever. Research indicates only 13% of enterprises have transitioned to production-scale agentic deployments, which report five times higher ROI. The EDB PG AI Analytics Engine can achieve 50–100x faster analytics on large datasets, supports lakehouse architectures, and ensures workload isolation and governance. EDB PG AI is positioned as a secure, compliant, and scalable platform for operationalizing data and AI workloads.
EDB tops new ranking of commercial Postgres backers
Tech Optimizer
March 13, 2026

EDB tops new ranking of commercial Postgres backers

EnterpriseDB (EDB) has launched the Postgres Vitality Index, which ranks commercial contributors to PostgreSQL, highlighting EDB's claim of over 30% of contributions. The index evaluates contributions based on core code, ecosystem extensions, and community support. EDB is positioned ahead of AWS and Microsoft in contributions. EDB's product strategy includes EDB Postgres AI, addressing data sovereignty and governance for AI systems, emphasizing a hybrid architecture for various workloads. EDB aims to enhance Postgres's readiness for enterprise AI, while also publishing resources related to Postgres and AI architecture. The index's introduction aligns with an increase in managed Postgres offerings and tools from various vendors.
The Postgres® Vitality Index: Enterprises Rush to Postgres, and EDB Continues to Lead the Foundation for Sovereign Enterprise AI
Tech Optimizer
March 12, 2026

The Postgres® Vitality Index: Enterprises Rush to Postgres, and EDB Continues to Lead the Foundation for Sovereign Enterprise AI

EnterpriseDB (EDB) has launched the Postgres Vitality Index to evaluate the commercial contributions shaping PostgreSQL's future. The index indicates that Postgres is the most strategically invested-in database globally, with EDB as the leading contributor, accounting for over 30% of contributions. Postgres is favored by over 55% of developers, reflecting its growing adoption among major tech firms. The index assesses contributions in three areas: core advancements in the PostgreSQL codebase, ecosystem enhancements through extensions and tools, and community support. EDB's Postgres AI platform addresses the need for data and AI sovereignty, offering a hybrid architecture for governance and flexibility. EDB has also published a guide on building AI platforms with Postgres, which will be distributed at NVIDIA's GTC event.
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