Scalable Low Cost Industrial Data platform

Sensa Unity

Sensa Edge - Data Capture

Local agents running in containers or on dedicated linux servers. This option has support for all datatypes with dedicated agents for cameras. Time series and event agent supports more than 300 plugins including OPC-UA.
High performance ingest API. Stateless and fully horizontal scalable, tested to 100k records millisecond burst load single instance.
Fully async Python SDK for ingest including support for ingesting data from files.

Basic data maping and edge processing is typically done in this phase before the data is passed on to the raw data layer in the cloud.

Sensa DataOps Module - Data Processing and Enrichment

We support a modern DataOps workflow with pipelines as code with an industry leading low code user experience.
Powered by a powerful orchestration engine, the module scales to thousands of pipelines easily maintained and controlled by domain experts.
Some examples of what can be done with the pipelines:

Clean / validate data
Transform existing data products (aggregate, unit transforms...)
Enrich data products with metadata (ERP system data enrichment, map unique facilities to company standards...)
Anomaly detection (single and multivariate classification, early alert on production events, enrich data with statistical data quality measures)
Create new data products (combining and manipulating data sets, AI processing, image extraction and segmentation)

Data Storage

We only use the leading cloud and database providers and build on their excellent operational experience for all key data services to secure high uptime and ability to meet data retention requirements.

To further eliminate risk of cross company leakage of data, all data stores and stateful services is running in fully isolated environments for each client.

To keep cost down at high data volumes our timeseries and video data store services are using blob storage with leading compression technologies at its core.

Data Insight and AI

We support a range of ways to interact with the data:

Each subscription comes with a fully managed Grafana dashboard solution pre-connected to your data and prepopulated with standard dashboards. Through this you can easily explore data and extract to excel for basic processing. Grafana also supports alerts and annotation and is a good tool ranging from analysis to daily operational follow up.
For data engineers and power users we have the Python SDK that gives easy access in jupyther notebooks or your favourite IDE. The DataOps module is also a powerful tool for this user group systematically working with data.
For system integrators and software developers we have our high performant Rest APIs.

Why Sensa Unity

Trusted and reliable data
Cost efficient solution
Built on modern architecture
Enabling modern data managment (DataOps)
Future proof with dynamic schemaless datamodel