DATA

Sensor Origin Impact on IoT Procurement Strategies in 2026

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18 April 2026 23h09

Will sensor origin still matter to your procurement team in two years? @IIoT_World @CRudinschi @agentic_factory @paul_wertz @ThyGat @kai_at_ProSyst

→ View original post on X — @scobleizer

AI Data Collection Service Cuts Costs from $300 to $40

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@scobleizer

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18 April 2026 21h49

Yes. Way cheaper. My agents at https://
alignednews.com/ai grab 40,000 posts a day. $40. Way better than the $300 I was paying.

Infrastructure gaps for autonomous energy system optimization

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18 April 2026 20h39

What's the biggest infrastructure gap preventing your energy systems from true autonomous optimization? @IIoT_World @CRudinschi @agentic_factory @vishalpanchal85 @OneLinders @APGuha

Data Foundation and Orchestration: Keys to Real AI Progress

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18 April 2026 20h07

Organizations making real progress started with the foundation: normalized data, semantic context, edge compute, and orchestration to manage it all over time.

Distributed Energy Fleets Self-Optimize With AI Edge Orchestration

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18 April 2026 20h00

The future everyone's working toward – distributed energy fleets that self-optimize with minimal human intervention – depends on getting data normalization, semantic context, and edge orchestration right first. Partner content with @IOTechSystems. #iotechsys_iiot pic.twitter.com/vV5TgDHzxJ
— Lucian Fogoros (@fogoros) 18 avril 2026

The future everyone's working toward – distributed energy fleets that self-optimize with minimal human intervention – depends on getting data normalization, semantic context, and edge orchestration right first. Partner content with @IOTechSystems
. #iotechsys_iiot

Industrial Analytics Projects Fail Due to Data Preparation Challenges

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18 April 2026 18h47

Industrial analytics projects have a 70% failure rate, often because the data preparation phase takes longer than expected and delivers poor quality datasets.