How it Works
How It Works
Factory CONNECT

Connect, unify and label all of your factory data

Connect to your factory data

Jumpstart your manufacturing data collection and labeling with Sight Machine

Factory CONNECT

Sight Machine

FactoryTX

Securely connect all OT data sources in plants

Connect

FactoryTX

Sight Machine FactoryTX securely connects to any source of data in the manufacturing environment, standardizes the data in a JSON payload, and routes it to the cloud.

Sight Machine easily connects your data to Kafka topics and other stream processing platforms. Minimal transformations are made so you can quickly iterate on changes in the cloud.

Factory TX - Transform
Flexible

Connectors for every source of data

  • Cloud, Edge, and Local Server Deployment
  • Build your own Connectors
  • Off-the-shelf Connectors
    • SQL databases — via SQLAlchemy
    • CSV / Excel (xls, xlsx) / log files
    • REST APIs: generic, PIweb, Proficy
    • REST APIs: ThingWorx, Predix, MindSphere
    • File Systems: local, FTP, Windows Share, S3, ADL
    • OPC UA/UA-H
    • PLC: Modbus
    • PLC: CC-link
    • Other custom receivers for Novel data sources
    • Integrates with historians, translators, proxies
factorytx
Resilient

Built for
manufacturing

  • Store and forward
  • Optimized for network bandwidth
  • Built-in alerting
Sight Machine Configuration
Encrypted

Secure transmission to the cloud

  • Encrypts data for transmission
  • SOC 2 Compliant
Connect

Sight Machine

Blueprint

New

Automated data labeling

Press Release
Tag to Asset Mapping Automation
Book a Demo

Obstacles to analyzing manufacturing data begin with a most basic question: What is this data?

Why most manufacturers are restricted to focusing data analytics on a small subset of tags:

  • Manufacturing plants continuously generate thousands of data points. Manufacturers want to analyze this data, but first must know what each data point represents.
  • Raw data from machines is often aggregated in tools such as historians, but the way the data is organized may require expert users to interpret.
  • As a result, firms do not know what the data means, meaning most plant data remains untapped. This leaves the promise of many ambitious digital initiatives unfulfilled.

So how can manufacturers efficiently label plant data for analysis?

SCADA_L1_IC1_COUT

Paper_Trim_Volume_This_Shift

LSM_017_COUT

BUS_778_FOLD

EM235_Jetter_Temp_Bool_Axis1

124-FF-D-5th-FFA-LD

Introducing Sight Machine Blueprint
Sight Machine
NVIDIA
Microsoft

Sight Machine Blueprint, with technology from NVIDIA and Microsoft, makes automated data labeling possible.

Blueprint combines Sight Machine’s decade of expertise in digitizing manufacturing with NVIDIA’s AI platform, plus Microsoft’s end-to-end streaming and AI solutions for manufacturing
NVIDIA GPUs, originally developed for high-speed graphics, enable advanced AI algorithms
Azure ML provides the infrastructure to easily scale up GPU-based machine learning pipelines, making automated data labeling efficient and possible
Previous slide
Next slide

268-IE-A-2ND-FFA-LC

PRODO_L2_IC4_COUT

Lube_Oil_Top_Up_Volume_This_Shift

LPT_041_TOUT

ASK_077_SHRD

AC21_Ritsy_Temp_Bool_Axis2

Blueprint

Automated data labeling

Scaling data labeling

How do you interpret your plant data for analysis?

  • Manual methods to link data labels, or tags, to specific assets require a massive amount of time and expert effort to manually label and link tags to assets and sources.
  • Because this process of manually labeling data is generally not feasible at any scale, most manufacturers are restricted to focusing their data analytics on only a small subset of tags.
  • As a result, most plant data remains untapped, leaving the promise of ambitious digital initiatives unfulfilled.
Benefits

Unlock more value from more data with Blueprint

  • Significantly increase the number of tags linked back to assets and sources
  • Understand what plant data represents in order to become analytics-ready
  • Uncover new analytics-driven insights to improve throughput, quality and sustainability

Sight Machine

FactoryTX

Securely connect all OT data sources in plants

Connect

FactoryTX

Sight Machine FactoryTX securely connects to any source of data in the manufacturing environment, standardizes the data in a JSON payload, and routes it to the cloud.

Sight Machine easily connects your data to Kafka topics and other stream processing platforms. Minimal transformations are made so you can quickly iterate on changes in the cloud.

Factory TX - Transform
Flexible

Connectors for every source of data

  • Cloud, Edge, and Local Server Deployment
  • Build your own Connectors
  • Off-the-shelf Connectors
    • SQL databases — via SQLAlchemy
    • CSV / Excel (xls, xlsx) / log files
    • REST APIs: generic, PIweb, Proficy
    • REST APIs: ThingWorx, Predix, MindSphere
    • File Systems: local, FTP, Windows Share, S3, ADL
    • OPC UA/UA-H
    • PLC: Modbus
    • PLC: CC-link
    • Other custom receivers for Novel data sources
    • Integrates with historians, translators, proxies
factorytx
Resilient

Built for
manufacturing

  • Store and forward
  • Optimized for network bandwidth
  • Built-in alerting
Sight Machine Configuration
Encrypted

Secure transmission to the cloud

  • Encrypts data for transmission
  • SOC 2 Compliant
Connect

Sight Machine

Blueprint

New

Automated data labeling

Press Release
Sight Machine Blueprint Enables Automated Data Labeling and Comprehensive Analysis of All Manufacturing Data
Read Press Release
Tag to Asset Mapping Automation
Book a Demo

Obstacles to analyzing manufacturing data begin with a most basic question: What is this data?

Why most manufacturers are restricted to focusing data analytics on a small subset of tags:

  • Manufacturing plants continuously generate thousands of data points. Manufacturers want to analyze this data, but first must know what each data point represents.
  • Raw data from machines is often aggregated in tools such as historians, but the way the data is organized may require expert users to interpret.
  • As a result, firms do not know what the data means, meaning most plant data remains untapped. This leaves the promise of many ambitious digital initiatives unfulfilled.

So how can manufacturers efficiently label plant data for analysis?

SCADA_L1_IC1_COUT

Paper_Trim_Volume_This_Shift

LSM_017_COUT

BUS_778_FOLD

EM235_Jetter_Temp_Bool_Axis1

124-FF-D-5th-FFA-LD

Sight Machine
NVIDIA
Microsoft

Sight Machine Blueprint, with technology from NVIDIA and Microsoft, makes automated data labeling possible.

Blueprint combines Sight Machine’s decade of expertise in digitizing manufacturing with NVIDIA’s AI platform, plus Microsoft’s end-to-end streaming and AI solutions for manufacturing
NVIDIA GPUs, originally developed for high-speed graphics, enable advanced AI algorithms
Azure ML provides the infrastructure to easily scale up GPU-based machine learning pipelines, making automated data labeling efficient and possible
Previous slide
Next slide

268-IE-A-2ND-FFA-LC

PRODO_L2_IC4_COUT

Lube_Oil_Top_Up_Volume_This_Shift

LPT_041_TOUT

ASK_077_SHRD

AC21_Ritsy_Temp_Bool_Axis2

Blueprint

Automated data labeling

Scaling data labeling

How do you interpret your plant data for analysis?

  • Manual methods to link data labels, or tags, to specific assets require a massive amount of time and expert effort to manually label and link tags to assets and sources.
  • Because this process of manually labeling data is generally not feasible at any scale, most manufacturers are restricted to focusing their data analytics on only a small subset of tags.
  • As a result, most plant data remains untapped, leaving the promise of ambitious digital initiatives unfulfilled.
Benefits

Unlock more value from more data with Blueprint

  • Significantly increase the number of tags linked back to assets and sources
  • Understand what plant data represents in order to become analytics-ready
  • Uncover new analytics-driven insights to improve throughput, quality and sustainability

Learn more about Factory CONNECT

Accelerate your journey to a more agile and truly digital organization now. Schedule a chat about how FactoryTX, and Blueprint can help your manufacturing operations.

Book a demo today

Factory Connect from Sight Machine

© 2023 Sight Machine

Privacy Policy