HighByte
HighByte develops the Intelligence Hub, an edge-native Industrial DataOps platform that models, contextualizes, and orchestrates AI-ready industrial data for manufacturers and energy operators. The no-code platform serves industrial enterprises via 40+ connectors, a Unified Namespace, and MCP/i3X/REST APIs for AI agents.
- Company typePrivate
- Founded2021
- HeadquartersPortland, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What HighByte does
HighByte is a privately held industrial software company that develops HighByte Intelligence Hub, an edge-native, no-code Industrial DataOps platform that models, contextualizes, conditions, and orchestrates industrial data so that it can be consumed by enterprise applications, cloud data platforms, and AI agents. The platform is composed of a core runtime plus tightly integrated modules — Connections (more than 40 native OT/IT connectors including OPC UA, Modbus, MQTT/Sparkplug, REST, SQL, historians, and major cloud and AI services), Conditions, Models, Pipelines, Namespaces (a visual Unified Namespace layer), an embedded MQTT Broker and UNS Client, and Enterprise Administration (SAML/AD, audit logging, Central Hub, HA). Three server interfaces — REST Data Server, MCP Services (Industrial MCP Server), and i3X Server — expose the modeled data to enterprise systems, AI agents, and CESMII i3X-compliant clients. Industrial AI is delivered through the in-app Pipeline AI Agent, AI-Generated Instances, and the embedded MCP Server, with prompts routed to customer-chosen LLMs (Amazon Bedrock, Azure OpenAI, Google Gemini, OpenAI, Claude).
HighByte serves industrial manufacturers and operators across energy, discrete, and process industries; named customers include ConocoPhillips, and use cases target electronic batch reporting, first-pass yield, predictive asset maintenance, and OEM cloud services. Distribution and go-to-market leverage a partner ecosystem including Siemens (Industrial Edge Marketplace), AWS, Databricks, Snowflake, AVEVA (PI System), Inductive Automation (Ignition), HiveMQ, Tulip, Kepware, and SAP, plus inclusion in Deloitte's Smart Factory @ Wichita testbed. The company is a Delaware C-corporation headquartered in Portland, Maine, with 43 employees and 220% revenue growth reported between 2022 and 2024.
The revenue model is enterprise B2B software licensing (a public pricing page exists on highbyte.com but specific tiers and contract structures are not disclosed). Capital structure shows approximately $15.5M across disclosed equity rounds, headlined by a $12M Series A led by Standard Investments, plus earlier seed funding from Maine-based investors and a 2024 SEC Form D exempt offering under Rule 506(b). The company achieved ISO 27001:2022 certification in 2025 and operates as a privately held, venture-backed business with no disclosed parent, acquisition, or change-of-control event.
HighByte firmographics
Firmographics- Name
- HighByte
- Legal name
- HighByte, Inc.
- Website
- https://highbyte.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- HighByte develops the Intelligence Hub, an edge-native Industrial DataOps platform that models, contextualizes, and orchestrates AI-ready industrial data for manufacturers and energy operators. The no-code platform serves industrial enterprises via 40+ connectors, a Unified Namespace, and MCP/i3X/REST APIs for AI agents.
- Ownership category
- akta.pro rank
HighByte industry classification
Industry- Product category
- Industrial DataOps Software
- NAICS
- Computer Systems Design and Related Services (5415), Computer Systems Design Services (541512), Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Data & Analytics Operations Outsourcing (DataOps / MLOps) (BPAEAMAH)
- akta.pro secondary industries
- AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ), Observability, Monitoring & AIOps (BPAEAKAG), Data Warehouse Appliances & Integrated Systems (HDAEABAE)
Keywords
Where HighByte is headquartered
LocationHeadquarters
- HQ city
- Portland
- HQ country
- United States
- HQ region
- North America
Markets served
HighByte business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
HighByte product offering
Product offeringCore offering
HighByte sells HighByte Intelligence Hub, an edge-native, no-code Industrial DataOps software platform that ingests raw plant-floor data via 40+ native OT/IT connectors, models and contextualizes it into asset/process instances, orchestrates dataset flow through a visual pipeline builder, and delivers AI-ready industrial data to enterprise systems, cloud warehouses, and AI agents via REST, MCP, and i3X server interfaces. The Ignition Module is offered as a separate add-on for deep bidirectional interoperability with Ignition by Inductive Automation.
Product overview
HighByte offers a single unified Industrial DataOps platform, HighByte Intelligence Hub, composed of a core edge-native runtime plus a set of tightly integrated modules and API products. The platform is delivered as a codeless, no-code solution deployed at the edge or as a Docker container. Its Connections module (with more than 40 native connectors including the Ignition Module) handles OT/IT data ingestion and publishing; Conditions aggregates, deadbands, and transforms raw data; Models standardize and contextualize assets, processes, and systems; Pipelines orchestrate dataset flow using a graphical builder and an in-app Pipeline AI Agent; Namespaces design and govern a Unified Namespace; the embedded MQTT Broker and UNS Client deliver a complete UNS infrastructure; and three server interfaces — REST Data Server, MCP Services (Industrial MCP Server), and i3X Server — expose modeled data to enterprise applications, AI agents, and any i3X-compliant client. Enterprise Administration adds Central Hub, SAML/Active Directory, audit logging, Git Backup, and High Availability for multi-site scale, while Industrial AI ties these capabilities together for generative and agentic AI use cases.
Differentiator
Problem solved
Functional benefit
Brands
- HighByte Intelligence Hub: HighByte's flagship Industrial DataOps software solution for modeling, contextualizing, orchestrating, and delivering AI-ready industrial data at the edge.
Products and services
- HighByte Intelligence Hub Edge-native, no-code Industrial DataOps platform for industrial data modeling, orchestration, and governance. Provides contextualized, AI-ready industrial data from the plant floor to enterprise and cloud systems, with integrated modules for Connections, Conditions, Models, Pipelines, Namespaces, embedded MQTT Broker and UNS Client, and REST/MCP/i3X server interfaces. Targeted at industrial manufacturers, process operators, and OEMs.
- Ignition Module for HighByte Intelligence Hub Native bidirectional add-on module for the Intelligence Hub that provides deep interoperability with Ignition by Inductive Automation as both a SCADA data source and IIoT destination, enabling browse, read, write, UDT and tag provider creation, and synchronization with AVEVA PI System Asset Framework. Targeted at industrial customers using Ignition SCADA alongside the Intelligence Hub.
Companies that use HighByte
Customer profileIdeal customer profiles1 record
HighByte technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration56 records
AI capability8 records
HighByte partnerships and signals
Strategic signalRecent moves7 records
Expansion highlights5 records
HighByte competitors and assessment
Company assessmentDirect peers
- HiveMQ: HiveMQ is a featured MQTT broker partner of HighByte and competes with HighByte's Embedded MQTT Broker in the Unified Namespace / industrial MQTT infrastructure category.
- Litmus Automation: Litmus offers an edge industrial DataOps platform (Litmus Edge) for connecting, contextualizing, and computing on OT data — directly competing with HighByte Intelligence Hub in the same industrial data contextualization and pipeline category.
- Crosser: Crosser provides a no-code edge analytics and streaming DataOps platform for industrial and IoT use cases, closely overlapping with HighByte's edge pipeline and conditioning capabilities.
- Seeq: Seeq delivers time-series analytics, data contextualization, and pipeline workflows on top of industrial historians — competing with HighByte's Conditions, Models, and Pipelines modules in process manufacturing use cases.
- Inductive Automation (Ignition): Inductive Automation's Ignition SCADA/MES platform is both a data source and an integration target for HighByte (via the native Ignition Module), and competes with HighByte in OT data contextualization and pipeline orchestration for industrial customers.
Emerging players
- Tulip: Tulip is a featured partner and frontline operations platform that, like HighByte, sits between OT and IT systems, providing data contextualization and pipelines for manufacturing use cases such as first-pass yield and operator workflows.
Broad incumbents
- AVEVA: AVEVA's PI System and CONNECT platform are core industrial data infrastructure competitors, and HighByte integrates natively with PI — placing AVEVA in a partner/competitor overlap as the dominant industrial historian and data operations provider.
- PTC: PTC's ThingWorx and Kepware offerings cover industrial connectivity, edge data contextualization, and pipeline workflows overlapping with HighByte's Connections, Models, and Pipelines modules at much larger enterprise scale.
- Siemens (Industrial Edge / MindSphere): Siemens is both a strategic partner (Industrial Edge Marketplace) and broad incumbent, with Industrial Edge and MindSphere providing native data contextualization and pipeline capabilities that compete with HighByte inside Siemens' installed base.
- Databricks: Databricks is a featured partner for industrial data publishing but also a broad incumbent in the lakehouse / data platform category where HighByte's Industrial AI and data-substrate layer compete for ownership of the OT-to-analytics pipeline.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
HighByte social profiles
Digital presenceHighByte compliance and trust
Trust signalCompliance1 record
HighByte financial estimates
Financial estimateRevenue estimate
Valuation estimate
HighByte leadership team
Management profileNumber of profiles
Profiles6 records
HighByte funding detail
Funding detailFunding overview
Funding rounds9 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
HighByte M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about HighByte
What does HighByte do?
HighByte sells HighByte Intelligence Hub, an edge-native, no-code Industrial DataOps software platform that ingests raw plant-floor data via 40+ native OT/IT connectors, models and contextualizes it into asset/process instances, orchestrates dataset flow through a visual pipeline builder, and delivers AI-ready industrial data to enterprise systems, cloud warehouses, and AI agents via REST, MCP, and i3X server interfaces. The Ignition Module is offered as a separate add-on for deep bidirectional interoperability with Ignition by Inductive Automation.
Is HighByte a public or private company?
HighByte is a private company. It is classified as venture growth investor backed and is currently operating.
When was HighByte founded?
HighByte was founded in 2021. It employs 11 to 50 people.
Where is HighByte based?
HighByte is headquartered in Portland, United States, in the North America region.
Who are HighByte's main competitors?
Direct peers on record are HiveMQ, Litmus Automation, Crosser, Seeq and Inductive Automation (Ignition). Tulip is listed as an emerging player. Broad incumbents are AVEVA, PTC, Siemens (Industrial Edge / MindSphere) and Databricks.
Does HighByte have an API?
Yes. HighByte Intelligence Hub exposes industrial data through multiple server interfaces. The REST Data Server is an HTTP(S) REST API gateway that reads from and writes to industrial data in OT systems; the MCP Server (Model Context Protocol, an open standard originally developed by Anthropic) exposes data pipelines as 'tools' that AI agents can invoke; the i3X Server (an open, vendor-agnostic standard developed by a CESMII working group including HighByte CTO Aron Semle) browses, reads, writes, and subscribes to modeled industrial data. The REST Data Server is governed by role-based security and can be used with Callable Pipelines to build a custom 'Industrial Data API Builder.' The Configuration API enables CI/CD by programmatically exporting/importing project configurations. The product supports JWT bearer and session authentication for the REST Data Server. No rate limits or sandbox are described. Developer documentation is at guide.highbyte.com.
What industry is HighByte in?
HighByte's product category is Industrial DataOps Software. Its primary akta.pro industry code is BPAEAMAH, Data & Analytics Operations Outsourcing (DataOps / MLOps), with a secondary code of BPAEAAAJ, AI/ML Solution Integration & MLOps Enablement. Its NAICS code is 5415 and its SIC code is 7372.