World-class technology to enable world-class manufacturing

Manufacturing data collection

We continuously transform and analyze all plant data so that you can focus on improving production.

Sight Machine unlocks all plant data. It gives every stakeholder a single, trusted and dynamically updating view of production.

A decade in development and applied across more than 15 verticals, the streaming platform has been purpose-built for manufacturing.

Sight Machine’s product suite includes four components: Connect, Transform, Analyze, Build. Use the entire product, or only the parts you need to become fully data-driven in weeks.

Unique Aspects

What makes Sight Machine unique?

Standardized data schemas generated for every production process, discrete and continuous

Low-code and no-code manufacturing-oriented transforms

Stream processing that handles missing, out-of-order and late data (like 30 days late)

Tools for assuring data quality, trust, and transparency into every level of the pipeline

Pipeline management tools to spin up and simultaneously manage hundreds of pipelines

Analysis and applications to serve operators, engineers, and leaders the way you work

Data Streaming Platform

The Manufacturing
Data Platform

Sight Machine’s streaming platform is the breakthrough product for manufacturing data. Purpose-built over more than a decade to convert unstructured plant data into a standardized data foundation, it continuously analyzes all assets, data sources, and processes, from machine to enterprise level.
Connect to your factory data

Connect with Factory TX

Factory TX securely connects and unifies all data sources related to production.

  • Tools for cataloguing and associating plant data to physical processes aid in management and maintenance of data sources.
  • Flexible connectors connect to data at every level of maturity and aggregation
    • Cloud, Edge, and Local Server Deployment
    • Off-the-shelf Connectors
    • Build your own Connectors
  • Pre-process and prepare data for streaming analysis. Enable “Pick, Pack and Ship” of every data element through modeling to analysis.
Connect - Sight Machine
Standardizing all OT data


Factory Transform turns all plant data into a single foundation of useful information, removing the need for tedious data wrangling.

  • Standardized data schemas are generated for all manufacturing activities
  • Models accommodate, and are regenerated to take account of, late, missing and out of order data. In manufacturing environments, data often arrives as long as 30 days late. No domain is more challenging for stream processing. As late, missing, and out of order data arrives, the foundation updates continuously and self corrects.

Visualization and analytics tools


Sight Machine Analyze guides operations with continuous, real-time decision-making.

  • A suite of visualization, data discovery, analytics, and AI/ML tools aid in improving productivity with: operators, process engineers, plant leaders and business leaders.

  • From asset to enterprise, applications utilize the data foundation to drive continuous improvement across every factory use case: throughput, quality, cost, flexibility and to answer every question from what’s happening, to what the rules should be, to what will happen.

Analyze - Sight Machine
Integrations, SDKs, and APIs


Leverage manufacturing data to drive operational improvements across your enterprise applications.

  • Sight Machine’s flexible SDK, open API’s, and integration capabilities enable manufacturing data to be warehoused, analyzed, shipped, and integrated with other enterprise applications.

  • Build with a single layer of trusted information for both operations and data science. It’s the basis for every stakeholder in the organization and beyond to continuously improve the performance of modern manufacturing.

Real Outcomes In Weeks

Getting started is easy

Curious about how we can help? Schedule a chat about your data and transformation needs.

Manufacturing Analytics