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Selected Frameworks and Public Case Studies

By Juan Beltrán, Industrial B2B AI Transformation Executive.

Public cases, tools and frameworks showing how industrial B2B enterprises move AI from pilots to operating impact across CRM, data and agentic workflows.

On this page

  • Autonomous ordering agent for construction 2024

    Led the strategy and delivery of an AI-assisted WhatsApp ordering experience for construction customers, connecting conversational interaction with CRM and ERP workflows.

  • Pipesignal: Agentic AI for Autonomous B2B Project Discovery 2025

    Built an agentic AI platform with autonomous agents that discover, track, and enrich B2B project intelligence 24/7. Unlike traditional tools that wait for human queries, Pipesignal's agents proactively surface opportunities 6-12 months before tenders.

  • Helion Industries: Operational Intelligence Dashboard 2026

    From dashboards you read to dashboards that tell you what is going on. A live operational intelligence platform where AI agents continuously analyze production, supply chain and energy data, surface anomalies before humans notice, and brief leadership in plain language. Proactive expertise, not reactive charts.

  • AI model decision dashboard 2025

    A working prototype that turns public Artificial Analysis data into an explorable model-selection interface. Built in one afternoon to test how far AI-assisted development can compress a conventional internal-tool brief.

About the author

Juan Beltrán, Industrial B2B AI Transformation Executive, based in Zug, Switzerland. How this site researches, sources and corrects its work.

Disclaimer

Personal website. Views are my own and do not represent ABB or any current or former employer. Full legal disclaimer.

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