SORBA.ai
SORBA.ai provides a no-code industrial AI operating system that enables subject matter experts to deploy predictive maintenance, anomaly detection, closed-loop process control, and computer vision across manufacturing, life sciences, energy, cold storage, and critical infrastructure verticals.
- Company typePrivate
- Founded2015
- HeadquartersJacksonville, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What SORBA.ai does
SORBA.ai is a private industrial AI software company founded in 2015 and headquartered in Jacksonville, Florida. It builds and sells SORBA IoT-Unified, a no-code industrial AI operating system that enables subject matter experts — rather than data scientists — to build, deploy, and manage machine learning models for predictive maintenance, anomaly detection, process optimization, closed-loop autonomous control, computer vision (VisionAI), and digital twin applications. The platform supports on-premises, edge, cloud, and hybrid deployments, with native integration to Inductive Automation's Ignition SCADA 8.3 and 17+ industrial protocol drivers. Key product modules include the Machine Learning Trainer, Advanced Process Control, VisionAI, SORBA Identity (access management), and Task Flow (deployment management), supported by the SORBA.ai University e-learning platform with 265+ videos and 8+ courses.
The company generates revenue through software platform licensing (subscription or perpetual), hardware-software bundled solutions with certified partners TEGUAR and Velasea, professional services via channel partners and system integrators, and OEM licensing arrangements such as the PAR Systems integration. Its go-to-market combines direct enterprise field sales targeting Fortune 500 manufacturers, a self-serve trial portal at portal.sorbotics.com, and an extensive partner ecosystem spanning value-added resellers, regional channel partners (Appomax-Thailand, Clarien-Middle East, Fireball Industries-North America), technology partners (Canary Labs, Storm Technologies, Inductive Automation), and strategic co-developers (Penguin Solutions, Premisys.ai, Labtopia). Customer segments span manufacturing and industrial operations, life sciences and pharmaceuticals, energy and utilities, cold storage and food & beverage, critical infrastructure, aerospace and nuclear, and laboratory operations.
Recent activity has been intensive: between December 2025 and May 2026, SORBA.ai announced at least ten new partnerships spanning hardware OEMs, regional VARs, technology integrators, and joint development agreements, alongside the April 2026 release of SORBA IoT-Unified version 10.7. The company operates without disclosed institutional funding, and no revenue figures, headcount trends, or ownership details were available in the source material.
SORBA.ai firmographics
Firmographics- Name
- SORBA.ai
- Legal name
- SORBA.ai
- Website
- https://sorba.ai
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- SORBA.ai provides a no-code industrial AI operating system that enables subject matter experts to deploy predictive maintenance, anomaly detection, closed-loop process control, and computer vision across manufacturing, life sciences, energy, cold storage, and critical infrastructure verticals.
- Ownership category
- akta.pro rank
SORBA.ai industry classification
Industry- Product category
- Industrial AI Software
- NAICS
- Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industries
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)
Keywords
Where SORBA.ai is headquartered
LocationHeadquarters
- HQ city
- Jacksonville
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
SORBA.ai business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure
Revenue model
- Software Platform Licensing: SORBA IoT-Unified platform licensed to industrial enterprises for predictive maintenance, process control, and AI analytics. Subscription or perpetual licensing model with tiered capabilities.
- Hardware-Software Bundled Solutions: Turnkey solutions combining SORBA.ai software with certified hardware partners (TEGUAR, Velasea) for edge deployment. Hardware partners provide ruggedized industrial computing platforms certified for SORBA.ai platform.
- Professional Services: Implementation, integration, and deployment services through channel partners and system integrators for enterprise customers requiring custom deployments.
- OEM Licensing: OEM licensing models for integration into partners' automation solutions. PAR Systems integrates SORBA.ai into custom automation solutions for life sciences and advanced manufacturing.
Go-to-market motion3 records
Distribution channels6 records
Marketing channels6 records
SORBA.ai product offering
Product offeringCore offering
SORBA.ai provides the SORBA IoT-Unified platform, a no-code industrial AI Operating System that enables subject matter experts to connect industrial data, build machine learning models, and deploy predictive maintenance, anomaly detection, Advanced Process Control, VisionAI, and digital twin applications across manufacturing and industrial operations. The platform supports on-premises, cloud, and hybrid deployments and is sold to industrial enterprises including Fortune 500 manufacturers.
Product overview
SORBA.ai offers a unified, no-code industrial AI platform architecture centered on SORBA IoT-Unified. The platform provides an end-to-end workflow: Connect Your Data, Choose Your AI Model, Deploy Your Application, and Manage & Scale. Key modules include the Machine Learning Trainer for building anomaly detection and optimization models, Advanced Process Control for closed-loop autonomous optimization, VisionAI for computer vision applications, SORBA Identity for access management, and Task Flow for deployment management. The company also provides SORBA.ai University for training and a customer Portal for support and updates. The platform operates on-premises, at the edge, in the cloud, or in hybrid configurations without requiring cloud dependency.
Differentiator
Problem solved
Functional benefit
Brands
- SORBA IoT-Unified: Industrial AI platform version 10.7 integrating with Inductive Automation's Ignition SCADA 8.3, featuring AES-256 script encryption, expanded AI model capabilities, and new industrial protocol drivers across 17 platform components.
Products and services
- SORBA IoT-Unified SORBA.ai's flagship no-code industrial AI platform and Operating System that unifies data integration, AI model creation, deployment, and enterprise MLOps. Enables subject matter experts to build and deploy predictive maintenance, anomaly detection, Advanced Process Control, VisionAI, and digital twin applications using visual tools without scripting. Supports on-premises, cloud, and hybrid deployments and is sold to industrial enterprises including Fortune 500 manufacturers.
- SORBA.ai University (SAIU)
Companies that use SORBA.ai
Customer profileNamed customers1 record
Segments7 records
Ideal customer profiles5 records
SORBA.ai technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability8 records
Feature8 records
SORBA.ai partnerships and signals
Strategic signalPartnerships
Eleven partnerships are on record, tiered core, key and regional.
- Premisys.aicoreSORBA.ai and Premisys.ai signed a Memorandum of Understanding to jointly develop and commercialize a unified Industrial AI platform combining SORBA.ai's predictive modeling and closed-loop control capabilities with Premisys.ai's Small Language Model (SLM)-powered multi-agent orchestration framework. Enables manufacturers to transition from reactive decision-making to self-optimizing, autonomous operations. Includes joint product development, OEM licensing models, and coordinated go-to-market with initial focus on US and India markets.
- Penguin SolutionscoreStrategic partnership to deliver fault-tolerant, on-prem industrial AI solutions. Enables real-time machine learning, autonomous control, and secure data management for industrial environments. Zacks Research upgraded Penguin Solutions (NASDAQ:PENG) citing this partnership as a positive factor.
- PAR SystemscoreStrategic channel partnership integrating SORBA.ai's no-code industrial AI platform into PAR Systems' custom automation solutions for life sciences and advanced manufacturing. Enables predictive capabilities including process drift detection, failure prediction, and yield optimization without requiring internal data science teams. PAR Systems brings 65+ years experience and 8,000+ systems deployed globally across life sciences, aerospace, nuclear, and industrial sectors.
- Canary LabskeyStrategic partnership to integrate platforms for industrial data and AI solutions, enabling direct access to time-series data for predictive modeling. Collaboration aims to streamline deployment processes, reduce costs, and support secure, on-premises operations for industrial enterprises.
- Storm TechnologieskeyPartnership to deliver AI-driven, closed-loop control solutions for industrial refrigeration systems. Combines Storm Technologies' refrigeration control architectures with SORBA.ai's Advanced Process Control platform to enable autonomous optimization, predictive maintenance, and energy efficiency gains across cold storage, food & beverage, cold-chain logistics, and industrial manufacturing operations.
- LabtopiakeyStrategic partnership to integrate no-code industrial AI into laboratory operations, enabling real-time data connections between labs and plant, process, and enterprise systems. Combines Labtopia's expertise in laboratory workflows and compliance with SORBA.ai's AI platform to transform laboratories from isolated cost centers into active contributors to operational performance. Targets regulated industries including life sciences, biotechnology, manufacturing, and energy.
- Clarien SolutionsregionalPartnership to deliver fully on-premises industrial AI solutions in the Middle East, addressing data sovereignty and security concerns. Joint solution enables deployment within existing Ignition architectures, supporting various industrial applications without cloud dependency.
- TEGUARcoreStrategic hardware partnership to simplify and accelerate on-premises AI deployment in critical industrial environments. SORBA.ai's full suite of industrial AI capabilities—including predictive maintenance, process control, and VisionAI modules—validated and deployed on TEGUAR's ruggedized, fanless industrial computing platforms designed for 24/7 operation in harsh conditions. Joint customer deployments, reference architectures, and go-to-market initiatives across manufacturing, energy, water/wastewater, and logistics sectors.
- VelaseacoreStrategic hardware partnership combining Velasea's ruggedized industrial computing platforms with SORBA.ai's no-code industrial AI software. Turnkey solution enables manufacturers, energy companies, utilities, and industrial operators to deploy edge AI applications including predictive maintenance, anomaly detection, digital twins, and vision-based quality control without requiring data science teams. Available immediately for industrial and enterprise customers globally.
- AppomaxregionalThailand-based channel partner partnership to expand no-code industrial AI solutions across Thailand. Collaboration allows manufacturers, utilities, energy producers, and industrial operators to deploy SORBA.ai's platform with regional support and integration with Ignition. Joint offering enhances industrial data connectivity, predictive maintenance, and advanced process control in Thai market.
- Fireball IndustriesregionalPartnership to integrate industrial AI solutions for manufacturing across North America. Collaboration aims to deliver no-code AI suites to enhance automation, predictive maintenance, and operational efficiency.
Scale indicators4 records
Recent moves6 records
Expansion highlights5 records
SORBA.ai competitors and assessment
Company assessmentDirect peers
- Augury: Augury provides AI-driven machine health and predictive maintenance for industrial assets, closely overlapping with SORBA.ai's predictive maintenance and anomaly detection capabilities on the same target customer base.
- Uptake: Uptake is an industrial AI software platform for asset reliability and process optimization, directly comparable to SORBA.ai's no-code industrial AI positioning for manufacturing and heavy industry.
- SparkCognition: SparkCognition delivers AI solutions for industrial applications including predictive maintenance and asset optimization, making it a direct competitor to SORBA.ai in industrial AI/ML platforms.
- Falkonry: Falkonry provides time-series anomaly detection and predictive analytics for industrial operations, closely matching SORBA.ai's ML Trainer and anomaly detection capabilities for industrial customers.
- Canvass AI: Canvass AI offers an industrial AI platform for process engineers to operationalize AI without data science expertise, directly aligned with SORBA.ai's no-code SME empowerment thesis.
Broad incumbents
- C3.ai: C3.ai is an enterprise AI application platform with significant industrial/manufacturing vertical presence, serving as a broader incumbent competitor to SORBA.ai's end-to-end industrial AI platform.
- PTC (ThingWorx): PTC's ThingWorx is an industrial IoT and AI platform widely deployed in manufacturing, competing broadly with SORBA.ai on predictive maintenance, connectivity, and industrial analytics.
- Siemens Insights Hub (MindSphere): Siemens' Insights Hub (formerly MindSphere) is a major industrial IoT/AI platform from a large automation incumbent, overlapping with SORBA.ai's industrial AI and edge-to-cloud capabilities for manufacturers.
- GE Digital (Predix): GE Digital's Predix platform serves industrial asset performance and predictive analytics at large scale, representing an established broad incumbent alternative to SORBA.ai's industrial AI offering.
- Honeywell Forge: Honeywell Forge is an enterprise performance and industrial AI suite from a major process-industry incumbent, competing with SORBA.ai on predictive maintenance and process optimization across manufacturing verticals.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
SORBA.ai social profiles
Digital presenceSORBA.ai financial estimates
Financial estimateRevenue estimate
Valuation estimate
SORBA.ai leadership team
Management profileNumber of profiles
Profiles1 record
SORBA.ai funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
SORBA.ai 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 SORBA.ai
What does SORBA.ai do?
SORBA.ai provides the SORBA IoT-Unified platform, a no-code industrial AI Operating System that enables subject matter experts to connect industrial data, build machine learning models, and deploy predictive maintenance, anomaly detection, Advanced Process Control, VisionAI, and digital twin applications across manufacturing and industrial operations. The platform supports on-premises, cloud, and hybrid deployments and is sold to industrial enterprises including Fortune 500 manufacturers.
When was SORBA.ai founded?
SORBA.ai was founded in 2015. It employs 11 to 50 people.
Where is SORBA.ai based?
SORBA.ai is headquartered in Jacksonville, United States, in the North America region.
How does SORBA.ai make money?
Four revenue lines are on record. Software Platform Licensing is the primary driver. The others are hardware-Software Bundled Solutions, professional Services and OEM Licensing.
Who are SORBA.ai's main competitors?
Direct peers on record are Augury, Uptake, SparkCognition, Falkonry and Canvass AI. Broad incumbents are C3.ai, PTC (ThingWorx), Siemens Insights Hub (MindSphere), GE Digital (Predix) and Honeywell Forge.
Does SORBA.ai have an API?
No public API is recorded for SORBA.ai.
What industry is SORBA.ai in?
SORBA.ai's product category is Industrial AI Software. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs). Its NAICS code is 54151 and its SIC code is 7372.