Ingests and conditions the full variety of data from the factory floor to ship to Sight Machine's AI Data Pipeline.

Transmit Inputs

Receive data from virtually any data source.

  • Historians
  • Energy Meters
  • Images
  • Quality Systems
  • MES
  • ERP
  • PLCs
  • Spread Sheets
  • Logs
  • SQL
  • PCs
  • Batch Reports
  • MTConnect

Condition Data

Translate, add metadata, and package for API input. On low bandwidth connections, redundant data can be micro-batched and compressed to maximize transmission efficiency to the cloud.



Data Inputs

Our inbound API lets customers use existing data collection infrastructure to feed Sight Machine using a convenient REST/JSON format. IT maintains fine-grain control of any on-premise infrastructure.



Automatically prepares and contextualizes process and product data using artificial intelligence. Generates a Plant Digital Twin configured to mirror your manufacturing production. Applies machine learning and advanced analytics to surface anomalies and insights.

AI Data Pipeline

Convert unstructured data into contextualized data in real time by using our unique expert systems and machine learning classifiers. Our AI Data Pipeline is customizable using Digital Twin Builder.

Refining & Cleaning

Blending & Joining


Digital Twin Builder

Complete control over the Extract Transform Load (ETL) layer with self-service data preparation, using Digital Twin Builder. Inspect raw payloads, organize streams, and input parameters used to contextualize data.

Plant Digital Twin

Create a dynamic mirror of your plants, lines, machines, products, and processes using our purpose-built digital twin, which produces a comprehensive, real time semantic context of process and product data.

  • Factory
  • Machine
  • Product
  • Cycle
  • Downtime
  • Supplier
  • Line
  • Assembly
  • Batch
  • Defect


Real-time streaming analysis supporting best practices in quality reporting, engineering diagnostics, and KPIs on asset performance.

Analytics Workbench

Design new reports and dashboards, showing correlations, distributions, and root causes, in real-time.

  • Rootcause
  • Optimization
  • Predictive
  • Statistical Process Control
  • KPIs
  • Anomaly Detection


Process Control

Supply chain visibility




Data Inputs

Your data is completely portable through our REST and SQL-like HTTP APIs, or access your data directly through ODBC interfaces. This lets you integrate your digital twin data into existing BI workflows and reports.



Uses analyzed data to present real-time visibility and actionable insights for every machine, line and plant across your entire enterprise. Sight Machine's Global Ops View and contextualized dashboards present the right information to the right people.

Data Scientist

Access to cleaned, conditioned data, transformed into tables and intuitive objects.

Machine Operator

Key sensor information and related KPIs for the line and machine.

Plant Manager

Real-time visibility into every machine and line throughout the facility for immediate and actionable insights.

Corporate Manager

Standardize KPIs to compare across divisions, plants, and suppliers to identify problems and best practices.

Ready to put your manufacturing data to work?

Schedule a Demo

Still have questions regarding the Sight Machine Platform?

Frequently Asked Questions