Sentian.AI
Sentian.AI provides cloud-based AI supervisory control software (SentianController) using proprietary Model-Free Reinforcement Learning to optimize industrial processes in mining and process industries, and was acquired by The Weir Group PLC in November 2023.
- Company typePrivate
- Founded2016
- HeadquartersMalmö, Sweden
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Sentian.AI does
Sentian.AI (legal entity SentianTechnologies AB) is a Swedish industrial AI software company founded in 2016 and headquartered in Malmö, now operating as part of Weir Minerals Digital following its November 2023 acquisition by The Weir Group PLC. The company develops SentianController, a cloud-based AI supervisory control software that integrates with customers' existing historians, DCS/SCADA systems, and online analyzers to build continuous, non-linear dynamic models of industrial processes and optimize setpoints in real time. Its proprietary technology is built on Model-Free Reinforcement Learning combined with non-linear dynamics modeling, enabling the platform to learn, adapt, and improve over time for highly variable, complex processes such as mining crushing, grinding (SAG mills), and flotation circuits, with additional applications in power plant and process industry optimization. The company markets quantified operational outcomes including up to 80% improvement in process stability, up to 10% higher throughput, 20–40% lower cost through set point optimization, and 5–15% CO2 emissions reduction per ton.
Sentian.AI firmographics
Firmographics- Name
- Sentian.AI
- Legal name
- SentianTechnologies AB
- Website
- https://sentian.ai
- Company type
- Private
- Founded year
- 2016
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- Sentian.AI provides cloud-based AI supervisory control software (SentianController) using proprietary Model-Free Reinforcement Learning to optimize industrial processes in mining and process industries, and was acquired by The Weir Group PLC in November 2023.
- Ownership category
- akta.pro rank
Sentian.AI industry classification
Industry- Product category
- Industrial Process Control Software
- NAICS
- Software Publishers (513210), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Industrial Automation Software (SCADA, HMI, MES, Historian) (IMAHAHAJ)
- akta.pro secondary industry
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)
Keywords
Where Sentian.AI is headquartered
LocationHeadquarters
- HQ city
- Malmö
- HQ country
- Sweden
- HQ region
- Europe
Offices2 records
Markets served
Sentian.AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- SentianController SaaS License: Cloud-based AI supervisory control software sold as a subscription/licensing model. Software integrates with existing control systems (DCS/SCADA/historians) and provides ongoing optimization services.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Enterprise subscription model - pricing not publicly disclosed |
Go-to-market motion2 records
Distribution channels4 records
Marketing channels7 records
Sentian.AI product offering
Product offeringCore offering
Sentian.AI sells SentianController, a cloud-based AI Supervisory Control Software that integrates with customers' existing historians and DCS/SCADA systems. It uses Model-Free Reinforcement Learning to build non-linear dynamics models of industrial processes, continuously learning and adapting to optimize setpoints for crushing, grinding, and flotation circuits in mining operations. The software is sold via enterprise subscription contracts targeting the mining and broader process industries.
Product overview
Sentian.AI offers a single unified product: SentianController, a cloud-based AI Supervisory Control Software designed for industrial process optimization. The product is a software-only solution that integrates with existing historians and DCS/SCADA systems, using data from existing control systems and sensors (like online analyzers) to provide continuous improvement and optimization. SentianController focuses on mining operations (crushing, grinding, and flotation circuits) and broader process industry applications, delivering up to 80% process stability improvement, up to 10% throughput increase, and up to 20-40% cost reduction through set point optimization.
Differentiator
Problem solved
Functional benefit
Brands
- SentianController: Cloud-based AI Supervisory Control Software that continuously learns and adapts to dynamic plant processes, providing continuous improvement and optimization over time.
Products and services
- SentianController Cloud-based AI Supervisory Control Software that integrates with customers' existing historians and DCS/SCADA systems to continuously learn and adapt to dynamic plant processes. Uses Model-Free Reinforcement Learning and non-linear dynamics modeling to optimize setpoints for crushing, grinding, and flotation circuits in mining operations and broader process industry applications, delivering up to 80% process stability improvement, up to 10% higher throughput, and 20-40% lower cost.
Quantifiable outcome
- Up to 80% increase in process stability compared to traditional multi-loop controller
- +6 more outcomes
Companies that use Sentian.AI
Customer profileNamed customers7 records
Segments3 records
Ideal customer profiles3 records
Sentian.AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability5 records
Feature7 records
Sentian.AI partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered flagship and core.
- Weir Group PLCflagshipAcquisition by Weir Group, a global mining technology leader. SentianAI's advanced software solutions complement Weir's Synertrex and Motion Metrics technologies, enabling holistic performance monitoring and optimization for smart, efficient, and sustainable mining.
- XOREcoreStrategic cooperation between two Swedish innovative companies. XORE's X-Ray fluorescence (XRF) analyzers providing real-time classification data combined with SentianAI's ML technology enables improved recovery rates by ensuring correct and timely actions are taken based on variations in ore properties and mineral content.
- Stockholm ExergicoreStrategic partnership with Stockholm Exergi (clean-energy and heating company) pioneering advanced anomaly detection solution for digitalizing power plant operations for enhanced efficiency and performance.
- ABB SynerLeapflagshipPartnership with ABB's innovation growth hub to drive advancements in mining operations and reduce energy consumption while increasing efficiency. SynerLeap provides access to ABB's global mining customer network.
- MinalyzecorePartnership to power AI-backed XRF drill core logging trial for LKAB mining operations. Combines Minalyze's drill core logging technology with SentianAI's AI capabilities for enhanced mining process optimization.
- LKABcoreLKAB (Luossavaara-Kiirunavaara Aktiebolag) - Swedish mining company engaged in AI-backed XRF drill core logging trial with SentianAI and Minalyze partnership for enhanced mining operations.
Scale indicators10 records
Recent moves6 records
Expansion highlights6 records
Sentian.AI competitors and assessment
Company assessmentDirect peers
- C3.ai: C3.ai is an enterprise AI software provider with deep focus on industrial applications including process manufacturing, mining, and energy. It is comparable to Sentian.AI as both deliver AI-driven optimization and predictive analytics on top of operational data for industrial customers.
- Uptake (Rockwell Automation): Uptake provides industrial AI software for asset-intensive industries and was acquired by Rockwell Automation. Like Sentian.AI, it applies AI/ML to industrial process and asset data to drive operational improvements and was a target of strategic acquisition by a major industrial automation incumbent.
- SparkCognition: SparkCognition applies AI to industrial applications including predictive maintenance, anomaly detection, and process optimization across energy and heavy industry. It overlaps with Sentian.AI on AI for process industries and industrial anomaly detection use cases.
- Sight Machine: Sight Machine provides AI/analytics for manufacturing and process industries, focused on production optimization and quality improvement. Comparable to Sentian.AI as it serves similar manufacturing/process customers with data-driven optimization solutions.
- Canvass AI: Canvass AI delivers industrial AI for process manufacturing, targeting optimization of yield, energy, and quality in heavy industry. Comparable to Sentian.AI's focus on non-linear process optimization and continuous improvement in industrial environments.
Emerging players
- Falkonry: Falkonry provides industrial anomaly detection and predictive AI for time-series operational data in manufacturing and process industries. Comparable to Sentian.AI's anomaly detection capability demonstrated through the Stockholm Exergi partnership.
- Braincube: Braincube provides Industrial AI and analytics for manufacturing optimization, with focus on continuous improvement and process efficiency. Comparable to Sentian.AI as an emerging player in industrial AI for process improvement with similar customer base in heavy industry.
- Petuum: Petuum offers an industrial AI platform for manufacturing and process optimization, with focus on predictive analytics and operational improvement. Comparable to Sentian.AI as an emerging industrial AI player applying machine learning to process optimization problems.
Broad incumbents
- AVEVA: AVEVA is a major industrial software platform provider for process industries, including PI System historians (formerly OSIsoft) and process optimization tools. It is comparable to Sentian.AI as a broad incumbent offering overlapping industrial process optimization and historian integration capabilities.
- Honeywell Forge: Honeywell Forge is Honeywell's enterprise performance management and industrial AI suite for process industries. Comparable to Sentian.AI as a broad incumbent offering AI-driven process optimization alongside much larger industrial automation portfolio.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key highlights7 records
Customer concentration
Sentian.AI social profiles
Digital presenceSentian.AI compliance and trust
Trust signalCompliance1 record
Sentian.AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Sentian.AI leadership team
Management profileNumber of profiles
Profiles1 record
Sentian.AI funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Sentian.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 Sentian.AI
What does Sentian.AI do?
Sentian.AI sells SentianController, a cloud-based AI Supervisory Control Software that integrates with customers' existing historians and DCS/SCADA systems. It uses Model-Free Reinforcement Learning to build non-linear dynamics models of industrial processes, continuously learning and adapting to optimize setpoints for crushing, grinding, and flotation circuits in mining operations. The software is sold via enterprise subscription contracts targeting the mining and broader process industries.
Is Sentian.AI a public or private company?
Sentian.AI is a private company. It is classified as corporate owned and is currently acquired.
When was Sentian.AI founded?
Sentian.AI was founded in 2016. It employs 11 to 50 people.
Where is Sentian.AI based?
Sentian.AI is headquartered in Malmö, Sweden, in the Europe region.
How does Sentian.AI make money?
One revenue line is on record: sentianController SaaS License.
Who are Sentian.AI's main competitors?
Direct peers on record are C3.ai, Uptake (Rockwell Automation), SparkCognition, Sight Machine and Canvass AI. Emerging players are Falkonry, Braincube and Petuum. Broad incumbents are AVEVA and Honeywell Forge.
Does Sentian.AI have an API?
No public API is recorded for Sentian.AI.
What industry is Sentian.AI in?
Sentian.AI's product category is Industrial Process Control Software. Its primary akta.pro industry code is IMAHAHAJ, Industrial Automation Software (SCADA, HMI, MES, Historian), with a secondary code of HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent). Its NAICS code is 513210 and its SIC code is 7372.