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The May Dispatch: What’s New & What’s Next?
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Dear readers,
Welcome to the May 2025 edition of the VE3 Newsletter. As the AI landscape matures, so too must our expectations of what intelligence means in an enterprise context. This month’s theme - Designing Intelligence: AI, Data & the Evolving Enterprise Stack, is a reflection of that shift. Intelligence is no longer confined to a single model or isolated algorithm. It’s embedded in infrastructure, expressed through data quality, scaled through automation, and safeguarded by design.
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This edition brings together some of the most compelling developments across AI strategy, safety, data integrity, and intelligent automation. Whether you’re rethinking how onboarding works with PromptX, evaluating the future of silicon in AI computing, or wondering if DevOps still needs traditional pipelines—our curated pieces aim to inform, inspire, and challenge your thinking.
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You’ll also find sharp insights into healthcare data, the evolving R2R process, and the often-overlooked role of cyber hygiene. And in our Partner Spotlight, we highlight key concepts like EDI in SAP and inventory visibility—both essential to running smarter digital ecosystems.
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We hope this newsletter continues to be your lens into the future of enterprise transformation, and a small reminder that the systems we build today shape the intelligence we get tomorrow.
Let’s dive in.
Pamela Sengupta,
Editor, VE3 Digital Insider Newsletter
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We’ve been working hard to bring you a smarter, faster, and more secure PromptX experience. Here's what’s new this month: - Smarter Search with Nomic Embeddings: Enjoy sharper, more context-aware results across all your queries.
- Your Data, Safer Than Ever: API-level encryption ensures your data is safe from end to end.
- Workspace, Now with Multiple Chats: Manage different conversations under one roof—ideal for multitasking teams.
- Designed for Every Screen: Optimized for every device, so productivity follows you anywhere.
- Flexible Plans, Tailored for You: New subscription models that fit every scale—from startups to enterprises.
- Smarter Insights with NER: With Named Entity Recognition (NER), PromptX now pulls out names, dates, and key info automatically.
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Reimagining Rules, Matching Intelligence, and Data
Lineage
MatchX continues to push boundaries in data quality and matching intelligence. Here’s what’s new:
- Reusable Rule Workflows: Create folders of rules—apply entire sets to datatables in one go, like a playlist for data quality.
- Expanded Matching Engine: Now supports five techniques:
- Fuzzy
Matching: For close-but-not-exact matches like Jon vs John
- Exact
Matching: Traditional precision matching such as USA vs USA
- Probabilistic
Matching: Intelligent similarity scoring (e.g., Robert vs Rob)
based on statistical inference
- Deterministic
Matching (New): Rule-based matching logic for high-control,
audit-ready scenarios
- Splink
Matching (New): Leveraging Splink, a leading UK-based library, for
powerful, scalable entity resolution
- Full Data Lineage: Track every user action on your datatables for better governance and audit readiness.
- OCR Uploads: Upload PDFs or text files—MatchX extracts structured data automatically.
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New Connectors: Connect faster and deeper with native integrations for:
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SAP
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Salesforce
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OneDrive
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AWS Redshift
These updates reinforce MatchX as your go-to platform for AI-grade data quality, matching, and integration—purpose-built for modern enterprise needs.
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AI Strategy & Infrastructure |
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Success in AI isn’t about just picking the right model—it's about aligning architecture, data flows, and tools to create scalable, context-aware intelligence. Learn how to future-proof your stack...
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Traditional cloud frameworks are straining under AI’s needs. Explore what an AI-first infrastructure looks like, and how enterprises can evolve compute and storage to keep pace with innovation...
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As silicon reaches its limits, alternative computing—like thermodynamic or optical architectures—may define AI's future. This article explores cutting-edge ideas beyond the chip...
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Legacy COBOL systems aren’t going away—so how do we modernize them? Discover how AI and LLMs can help break down monoliths into scalable microservices...
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AI Safety, Ethics & Behaviour |
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Beyond prompt engineering—AI safety now demands full-system assurance. This piece reframes safety from a holistic, architectural lens...
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Ensuring ethical and predictable AI is not a one-time task. Explore real-world strategies to monitor and adjust behavior long after deployment...
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Reflective models introduce unpredictability. How can developers adapt to systems that form internal reasoning loops? A philosophical and practical take...
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Intelligent Automation & PromptX |
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Unpack how automation and GenAI can give legacy Java apps a second life—making them adaptable, scalable, and innovation-ready...
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Explore how PromptX automates and personalizes onboarding journeys, helping HR teams deliver seamless employee experiences at scale...
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PromptX is now part of the Anthropic ecosystem, enabling smarter multi-model context sharing. Discover how this enhances AI interoperability...
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Data Quality, Integration & Infrastructure |
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Clean, integrated data is the lifeblood of enterprise AI. Here’s how to prepare your pipelines and teams for AI-grade readiness...
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From rules to AI-driven validation, this article offers a practical blueprint for enterprises to ensure trustable, high-integrity data...
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Accurate data is your best defense. Learn how data quality systems contribute to fraud detection and operational security...
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In healthcare, data quality can save lives. Discover its pivotal role from diagnostics to clinical research and public health...
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Data infrastructure is evolving rapidly. This guide maps the landscape of tools and strategies for analytics-first enterprises...
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The AI revolution isn’t about bigger models—it’s about better data. Here’s how clean data powers resilience, scale, and precision...
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Visionary Perspectives & Thought Leadership
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Truth matters—especially in AI. This article explores how enterprises must ground their models in reliable, traceable, factual data...
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Record-to-Report processes are being reinvented by AI-driven automation. Understand the tools and benefits across finance and compliance...
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Serverless isn’t just about infra—it’s redefining delivery pipelines. Explore whether DevOps needs a philosophical shift...
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The smarter your data warehouse, the better your CRM. This piece breaks down integration strategies for hyper-personalized customer engagement...
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With AI expanding attack surfaces, digital hygiene is now a boardroom concern. Learn why foundational security matters more than ever...
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Real-time inventory visibility drives agility, forecasting, and margin protection. Here’s how leaders are redefining supply chains...
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EDI is central to seamless B2B operations in SAP landscapes. This explainer demystifies its role, standards, and strategic value...
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In May, VE3 continues to amplify intelligence where it matters most—by designing AI and data ecosystems that are future-proof, secure, and deeply enterprise-aligned. Stay tuned as we unveil more innovations from PromptX, MatchX, and our growing partner community.
Ready to dive deeper?
Visit Us Today | Follow us on LinkedIn | Let us know your thoughts!
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Our mailing address is:
Email address: [email protected]
Phone: +44 (0) 20 4552 0840
Address: 86-90 Paul Street, London EC2A 4NE
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