SIGHT MAcHINE

The AI platform 

purpose-built for industry

Manufacturers invest heavily in transformation, but productivity has yet to improve. The core problem with plant data remains unsolved. Plant data is too heterogenous and unstructured for AI.

Our platform has been shaped by years of real-world production, proven across factories in more than two dozen countries, and built to remain open and interoperable with the world’s leading AI ecosystems.

Built on continuously streaming data from every plant data source and powered by agents, Sight Machine takes vast amounts of otherwise unwieldy and unusable physical world data and generates reliable, useful insights for all plant stakeholders — connecting, structuring and analyzing with unmatched speed.

PLATFORM

The five layers of the Sight Machine Industrial AI Stack

Sight Machine brings the complete AI stack to the factory floor in weeks, with one unified data foundation for every process, and agents that connect, structure, and analyze all plant data.
CONNECT
Capture every data point — IT, OT, cloud, edge — and unify them into a real-time, dynamically updating namespace.
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BUILD
Continuously convert siloed, unstructured data from across your manufacturing operations into clean, modeled, and standardized formats. This unified data foundation makes your information AI-ready—unlocking insights, automation, and scalability across the enterprise.
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ANALYZE
Optimize every aspect of plant performance —uptime, throughput, quality, energy, materials usage, scheduling, and more — with AI-powered insights, root cause analysis, and benchmarking for engineers and corporate operations.
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OPERATE
Put AI in the loop with operators — guiding real-time decisions with easy to read graphics. Capture human feedback as labeled data for further refinement of insights. Bring elements of production like setup and shift decisions about set points into your AI.
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App Builder
Create AI-powered applications from a single prompt. Enlist agents that speak both manufacturing and data science to give operations teams the ability to innovate at speed.
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Industry-Leading Technology
All-in-One Industrial AI
We’ve built the full stack — from raw data to smart decisions — so you don’t have to stitch together a bunch of tools. It’s all here, ready to go.
Built for Real-Time Operations
Streaming architecture powers every insight and app with live data. That means real-time decisions and better outcomes
AI That Works Across the Stack
From connecting systems to guiding operators,  agents automate and accelerate work at every level.
Unified Data Foundation
Turn messy, siloed data into clean, consistent schemas across your production processes. Consistently structured data foundation for scalable and reliable AI.
Enterprise-Wide Scale
Templated pipelines, integrated data management tools, and automated application updates make scaling effortless.

From data signals 

to industrial transformation

With Sight Machine, manufacturers use AI to capture every signal, make it meaningful, and act in real time — across plants, across enterprises, and into the future.