Comparison
Aditum Data vs HighByte Intelligence Hub
HighByte Intelligence Hub is self-hosted Industrial DataOps software: you install it at the edge or in your data centre and model, route and govern data between systems, often as a unified namespace. Aditum Data is a managed service that covers the plant-to-platform path and adds calculations, data health incidents and dashboards in one place.
Facts checked
Aditum Data and HighByte Intelligence Hub at a glance
HighByte models and routes data on your own hardware; Aditum Data is managed and goes on to calculations, incidents and dashboards.
| Aditum Data | HighByte Intelligence Hub | |
|---|---|---|
| What it is | Industrial data pipelines and dashboards as a managed service: connect plant and business sources, prepare the data without code, deliver it to your platform or to live dashboards. | "An Industrial DataOps software solution designed specifically for industrial data modeling, orchestration, and governance." (HighByte) |
| Where it runs | Managed by Aditum Data in Frankfurt (EU); a small read-only edge connector at each site (Windows or Linux), outbound HTTPS on port 443 only. | Self-hosted at the edge, on premises or in the cloud (bare metal, VMs, containers); also on the Siemens Industrial Edge Marketplace. (HighByte, news) |
| Plant connectivity | Edge connector for OPC UA, MQTT (Sparkplug B) and Modbus TCP; AVEVA PI (PI Web API) and GE Proficy; SQL databases, InfluxDB, warehouses, data lakes, Kafka, SAP OData and REST. See connectors. | Dozens of connection types, including OPC UA, Modbus TCP, MQTT, Sparkplug, PI System, Aspen InfoPlus.21, SQL databases, Snowflake, Databricks and REST. (HighByte) |
| Historian | Not a historian. Reads your historian, or stores prepared data in the Aditum database (hosted PostgreSQL with TimescaleDB) or your own destination. | Not a historian; connects to historians and databases. |
| Asset model and context | A reviewed plant graph per organisation: naming rules (ISA-5.1, KKS), OPC UA folders and MQTT topics become site, unit and equipment; P&IDs and 3D models link to time series after a person approves. | Reusable data models of machines, products and processes, with a "script-free" interface. (HighByte) |
| Calculations | f(x): no-code engineering calculations with unit checks on every step, nine equipment templates (LMTD, duty, OEE, specific energy and more), time-weighted averages. | Transformations and "virtual property" values; pipeline aggregates such as average, min, max, count and delta; JavaScript functions. (HighByte) |
| Data health and alerts | Incidents without setting up rules: failed runs, stale sources, stuck or silent tags, missed schedules, data received but not stored, offline connectors; email, Teams, Slack, webhooks, PagerDuty, Opsgenie. | "Alarm on bad quality or stale data"; pipeline state is monitored in the hub. (HighByte) |
| Dashboards | Live dashboards, including from a plain-language request that a person approves; every number traces to its source tags. | No dashboard product found on its pages; it feeds other tools. |
| AI | AI drafts pipelines, dashboards and formulas for approval; the platform calculates every number. Metadata only by default; an organisation can switch AI off. | LLM-assisted modelling and MCP services for agent workflows. (HighByte, pricing) |
| How it is sold | Per organisation, never per seat: a free self-serve start, a pilot, then a site subscription. Prices on request. | Annual subscription; every licence includes unlimited models and pipelines; published price list. (HighByte) |
Checked 24 October 2026. Statements about HighByte Intelligence Hub come from the vendor's public pages listed under Sources.
Where HighByte Intelligence Hub is the better choice
HighByte Intelligence Hub is ahead of Aditum Data in these areas today.
- Modelling and unified namespace. Reusable models, an embedded MQTT broker with JSON and Sparkplug payloads, and a namespace client are core to the product (HighByte).
- Broader connection catalogue, including Aspen InfoPlus.21, Microsoft OneLake and AWS IoT SiteWise (HighByte).
- Runs fully on your own hardware, at the edge or in your data centre. Aditum Data is a managed service in Frankfurt.
- Public pricing with all features included (HighByte).
Where Aditum Data is different
What Aditum Data adds for teams that need the same, trustworthy number from every site.
- Nothing to host. Aditum Data is managed; at the site you install only a small read-only edge connector with outbound HTTPS.
- Calculations for engineers. f(x) has unit checks on every step and templates such as LMTD, heat duty, OEE and specific energy per tonne.
- Data health as incidents, grouped by root cause and sent to email, Teams, Slack, PagerDuty or Opsgenie.
- Dashboards included, including from a plain-language request, with every number traced to its source tags.
- P&IDs and 3D models linked to live tags in a reviewed plant graph.
Can Aditum Data work with HighByte Intelligence Hub?
Yes. If HighByte publishes a unified namespace on an MQTT broker, Aditum Data's edge connector can subscribe to it (including Sparkplug B), and Aditum Data can publish prepared data back to MQTT.
Questions
Is Aditum Data a unified namespace (UNS)?
It is not a broker. Aditum Data reads from and publishes to MQTT, so it works with the UNS broker you choose.
Sources
Public pages the statements about other products rely on, read on . Product names are trademarks of their owners.
Discuss architecture with an industrial data specialist.
Source compatibility, security boundaries, deployment and multi-site operation. Or request a 45-minute technical session to select one KPI and three sites and draft the acceptance criteria.