BUILD

AI-crafted solutions for industry

Built on the same real-time data foundation, agents that speak both manufacturing and data science create applications from a single prompt — giving operations teams data superpowers.

Operators and engineers have countless good ideas for using data, but building traditional applications is costly and slow. With a comprehensive data foundation and agents for coding, qualifying, and running applications, Sight Machine Build enables operators and engineers to create custom applications from a single prompt.

Core Capabilities
AI-Crafted Applications
From a natural language prompt, agents generate fully functional apps by coding applications — dashboards, workflows, optimization tools, and even ML models — all grounded in the same data foundation.
Dual Fluency in Manufacturing and Data Science
Agents understand production processes as well as data science, ensuring that every app aligns with how plants actually run.
Custom ML at Scale
Build models and train on a schedule or on demand. Run inference in real time and embed results into apps and alerts.
Intelligent Automation
Build workflows that trigger alerts, generate notifications, and connect insights across Operate, Analyze, and enterprise IT systems.
Operations Empowerment
Designed for operations experts, not just engineers — giving the people who know their processes best the ability to create and extend solutions without waiting on IT.
How it works

Build lets teams create custom manufacturing apps from a single prompt.

1.
Prompt
Operations experts describe what they need in natural language — from a custom KPI explorer to an app for optimizing changeovers.
2. Build
Agents that speak both manufacturing and data science generate the application: data logic, workflows, and user interface — all grounded in the same real-time data foundation.
3. Deploy and Run
Apps are instantly usable, integrating seamlessly with Operate, Analyze, and enterprise IT systems. They run continuously, with options for model retraining, inference, alerts, and notifications.
Integrations & Ecosystem

Build works with IT and OT platforms manufacturers already trust.

Through close collaboration and partnerships, Sight Machine is deeply integrated with ecosystems from Microsoft, Siemens, Databricks, and NVIDIA, making real-time industrial data available wherever it’s needed.  
Sight Machine Platform
Apps created in Build run natively on Sight Machine’s AI-ready data foundation, integrating seamlessly with Analyze and Operate for end-to-end workflows.
Siemens Industrial Edge
Applications can consume and publish gold-level data into Fabric, connecting with enterprise analytics run as Fabric workloads.
Open by Design
Applications can trigger actions, send alerts, or connect via APIs — avoiding lock-in and making workflows flexible.

From idea to app 

in minutes

Build gives operations experts the ability to create AI-powered applications from natural language prompts — no IT bottlenecks, no re-engineering, no silos. Built on the same real-time data foundation, and powered by agents that speak both manufacturing and data science, Build puts data superpowers in the hands of the people who know production best.

Build IN CONTEXT

Build is the fifth pillar of the Sight Machine Industrial AI stack.

While Operate brings AI into the loop with operators, Build empowers operations teams to create entirely new applications from a prompt.
It extends intelligence across the enterprise — turning the data foundation into a platform for continuous innovation.