Smart Industrial Assistant
Overview

Delivering actionable intelligence to the last tactical mile

As technology reshapes every workplace, industrial organizations face a constant demand to reskill, upskill and cross-skill their teams. Without bridging the digital skill gap, the promise of new workplace technologies can stall — losing momentum on everything from task insights to equipment performance.

Workplace transformation doesn’t end with digital platforms — it calls for stronger digital dexterity across the entire industrial workforce.

Our Smart Industrial Assistant (SIA) is changing how frontline teams work — delivering actionable intelligence directly where it has the most impact. With SIA, technicians can interact with machines for error codes, maintenance details, service bulletins and performance insights.

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Functionality

Data extraction and insight generation

SIA applies advanced machine learning and natural language processing to both centralized and edge data streams, pushing real-time, context-aware guidance to mobile devices, wearables, Microsoft Teams or any enterprise system.

The solution’s automated pipeline brings together structured and unstructured data from every corner of the industrial landscape.

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Data extraction and insight generation

Centralized data

SIA collects and processes data from core enterprise sources such as:

  1. Enterprise systems data
  2. Enriched data and analytics
  3. Service and support data

Edge data

Real-time insights come from the field via IoT and edge-connected devices, including:

  1. Connected sensor feeds
  2. Field service data
  3. Discrete user data
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Capabilities

Better decisions about the last tactical mile

Last-mile analytics

Last-mile analytics

Most industrial environments rely on disconnected and often messy data — handwritten notes, scanned PDFs, service bulletins, operation manuals, peer updates and live sensor feeds. SIA’s ML and NLP engine cuts through the noise, extracting the right intelligence and connecting insights in practical, actionable ways.

AI-enabled work instructions

AI-enabled work instructions

SIA acts as an advanced virtual assistant, delivering smart work orders, digital job packages, notifications, proactive recommendations and safety alerts — all in real time. It recognizes user role, location and machine context, guiding frontline teams through an intuitive interface on any device, from wearables to Microsoft Teams. SIA is built for real-world industrial work — helping technical personnel operate, repair and maintain complex equipment with confidence.

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Benefits

New operational insights

New operational insights

Bring intelligence to the front lines — drive productivity and boost equipment uptime where it matters most.

Enhanced decision-making

Enhanced decision-making

Access real-time, last-mile insights that pave the way for more productive operations and first-time-right outcomes.

Human-centric digital tools

Human-centric digital tools

Deliver a digital experience your teams actually want to use — increasing engagement and cutting down on escalations.

Skilled workforce development

Skilled workforce development

Put learning in the flow of work — accelerate upskilling, close digital literacy gaps and help teams reach proficiency faster.

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Resources

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