HighByte

HighByte is an industrial software company headquartered in Portland, Maine that develops HighByte Intelligence Hub, an Industrial DataOps product for industrial data modeling, orchestration and governance. The software runs on-premises at the edge and connects devices, files, databases and systems through open standards and native connections, then allows users to condition, model, contextualize and route the resulting data to IT and cloud applications without writing or maintaining code. The company positions the product as the data foundation for Industry 4.0, unified namespace (UNS) architectures, analytics and industrial AI use cases.

Core capabilities include codeless connections for inputs and outputs; data conditioning such as deadbands, aggregates (average, min, max, count, delta), alarms on stale or bad-quality data and a transformation engine supporting calculations, virtual properties, string decomposition and custom or third-party JavaScript/Node functions; reusable data models with templatized inputs, instances and model nesting for standardizing and normalizing tens of thousands of PLC and controller datapoints; and data orchestration through pipelines that move raw data, modeled information or files on interval, event or callable triggers, with store-and-forward buffering, processing metrics, pipeline debug and third-party observability integration. The graphical Pipelines builder offers stages for reading, filtering, buffering, transforming, formatting and compressing payloads, including Smart Query, On Change, Switch, Model Validation, For Each and While stages, targeting MQTT brokers, historians, data warehouses and AI agents. Administrators manage distributed hubs from a single management portal and can deploy without downtime; deployments scale from embedded hardware to server-grade platforms on Windows, macOS and Linux, or as a Docker container.

The company reports ISO 27001:2022 certification of its information security management system following independent assessment by AssurancePoint, and maintains a Trust Center, resource library, and partner network of distributors, system integrators and technology partners.

Founding story

HighByte was established in 2018 by Kepware alumni Tony Paine, John Harrington and Torey Penrod-Cambra. Paine served as CEO of Kepware from 2009 to 2016 and led the sale of the Portland-based company to PTC in 2016 for $100 million. The founding team has worked together since 2012 and brings more than 50 years of combined experience in industrial data and automation software.

Business model

HighByte sells a commercial software product, HighByte Intelligence Hub, to industrial and manufacturing organizations. Prospects can download a free, fully functioning two-hour trial that can be reset repeatedly, with self-service documentation, tutorials and training videos, before engaging the sales team; the site offers quote requests and guided demos as the path to a paid license.

Software product revenue from Intelligence Hub deployments at industrial end users; the company reported tripling annual recurring revenue (ARR) in 2023 for the third consecutive year, indicating a recurring subscription-style model.

Traction

Intelligence Hub was first released in January 2020. By December 2021 it had been deployed in 10 countries by dozens of manufacturers with multi-plant facilities; by April 2024 it was deployed in 18 countries by more than 60 industrial companies with multi-plant facilities. The company tripled ARR in 2023 for the third consecutive year and employed 29 people as of April 2024, up from nine at the time of its 2021 pitch-competition win. An IDC business-value study of customers measured a 448% three-year ROI, an eight-month payback, and $1,886,900 in equipment-related annual savings. Named customers and references include Gousto, Vivix Vidros Planos, National Grid and Plains.

Latest developments

HighByte's current positioning centers on industrial AI, marketing Intelligence Hub as AI-ready data infrastructure that delivers curated data to AI agents and applications. Recent materials include Intelligence Hub version 4.5 release notes, a solution brief for use with Snowflake Cortex Code, interactive demos covering DataOps for AI and AI for DataOps, coverage of the i3X open factory-API standard, and a 2026 State of the Market research report on Industrial DataOps and AI-ready data in manufacturing. IDC named HighByte a Leader in its Worldwide Industrial DataOps Platforms 2026 Vendor Assessment.