LLMs have grammar. Industrial data doesn’t.
That’s why your agents can’t reason.
Context is the difference between “cool pilot” and “enterprise value.” https://
buff.ly/mmPXQr4 #sponsored #cognite_iiot #Industry40 #IndustrialAI
@fogoros
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LLMs Need Clean Industrial Data for Effective Agent Reasoning
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Optimizing Data Flow to Prevent Operational Bottlenecks
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When exceptions spike & dashboards slow, it’s not your machines — it’s your data flow.
— Lucian Fogoros (@fogoros) 16 décembre 2025
At #HUG2025, Honeywell’s Claudia Chandra & @adlibsoftware’s Chris Huff explain how to spot weak links in information flow before operations stall https://t.co/fpBDa9LeW7
sponsored #adlib_iiot pic.twitter.com/I3H28fvYYGWhen exceptions spike & dashboards slow, it’s not your machines — it’s your data flow. At #HUG2025, Honeywell’s Claudia Chandra & @adlibsoftware
’s Chris Huff explain how to spot weak links in information flow before operations stall https://
buff.ly/j6Mpbhe sponsored #adlib_iiot -
Industrial AI Data Quality and Preprocessing for Manufacturing
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Your AI is only as smart as your data is clean.
— Lucian Fogoros (@fogoros) 30 novembre 2025
Erikjan Franssen of @adlibsoftware & Cesar Bravo of @honeywell explain how preprocessing & context keep industrial AI from learning the wrong lessons. https://t.co/u8mjZDuZIg #sponsored #adlib_iiot #AI #Manufacturing @IIoT_World pic.twitter.com/y9AjDlzxukYour AI is only as smart as your data is clean. Erikjan Franssen of @adlibsoftware & Cesar Bravo of @honeywell explain how preprocessing & context keep industrial AI from learning the wrong lessons. https://
buff.ly/7ge1Hbq #sponsored #adlib_iiot #AI #Manufacturing @IIoT_World -
Industrial Data Drives Automation and Optimization Shifts
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From monitoring to control, #IndustrialData is becoming the backbone of automation and optimization. Find out how to adapt to these 5 key shifts now: https://t.co/G3r1O5OAvZ #sponsored #highbyte_iiot #influxdata_iiot #InfluxDB #industry40 @Kuriharan via @fogoros pic.twitter.com/4wl47crZos
— Lucian Fogoros (@fogoros) 30 novembre 2025From monitoring to control, #IndustrialData is becoming the backbone of automation and optimization. Find out how to adapt to these 5 key shifts now: https://
buff.ly/wDSPJWm #sponsored #highbyte_iiot #influxdata_iiot #InfluxDB #industry40 @Kuriharan via @fogoros -
Securing Connected Operations: IT-OT Integration and Identity Challenges
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The IT–OT divide is shrinking, and with it come identity & trust challenges at scale. This #IIoTWorldDay session with @Keyfactor shares field lessons for securing connected operations.
Dec 11 | 11–12 PM (EST)
Get your free pass: https://
buff.ly/4pHIW9i #sponsored #keyfactor_ics -
Advanced Digital Twins Transform Semiconductor Manufacturing Process
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If your #digitaltwin is just another dashboard, you’re already falling behind. In #semiconductors, the twin must model the wafer, the process, the factory — and evolve live.
That’s the new baseline. https://
buff.ly/dCcOpqy #sponsored #sie_automation #industry40 @IIoT_World -
Trust Becomes New Perimeter as IT/OT Systems Converge
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As IT/OT systems converge, trust becomes the new perimeter. Great to see @Keyfactor sponsoring IIoT World Manufacturing & Supply Chain Day 2025 — bringing security to the forefront of industrial innovation. https://
buff.ly/SX8VRu4 #sponsored #keyfactor_ics #OTSecurity -
Agentic AI Transforms Legacy Factory Systems into Real-Time Decision
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Factories don’t need to start from scratch to use AI.
Agentic AI works with legacy systems, not against them — turning existing data into real-time decisions. Full article here: https://
buff.ly/UfalIFW #sponsored #archsystems_iiot #AgenticAI -
InfluxDB Handles High-Volume IIoT Data at AWS re:Invent
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Historians weren’t built for high-volume, high-velocity IIoT data.
#InfluxDB is.
See how at AWS re:Invent 2025, Dec 1–5 — Booth 151.
Stop by and explore your options. https://
buff.ly/KQHRw8b #sponsored #influxdata_iiot #industry40 @InfluxDB @IIoT_World @lucianilie15 -
Transform 2025.2 Release: AI-Powered Document Management for Enterprises
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@adlibsoftware announces Transform 2025.2, a new release designed for regulated enterprises that depend on document-driven processes. The update focuses on accuracy, consistency, and trust in document handling. https://
buff.ly/GkBjp9j #sponsored #adlib_iiot #AI #Industry40