Tangent Works
Tangent Works builds Tangent, an automated AI engine for time-series forecasting and anomaly detection that auto-engineers features and builds models in seconds, sold primarily as enterprise SaaS, OEM-embedded software via Siemens MindSphere, and runtime on Databricks.
- Company typePrivate
- Founded2014
- HeadquartersGooik, Belgium
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Tangent Works does
Tangent Works is a Belgian AI software company, founded in 2014 and headquartered in Gooik with operational offices in Gent and a UK subsidiary at Sci-Tech Daresbury, that builds Tangent — an automated model-building engine purpose-built for time-series forecasting and anomaly detection. The product uses a proprietary mathematical approach to engineer features and build predictive models in a single pass through data, replacing manual data-science workflows that typically take weeks. Tangent is delivered via multiple deployment options: Tangent Works Cloud (SaaS on Microsoft Azure), Tangent Docker for on-premise and edge, Tangent as a native Databricks runtime, and OEM embedding inside Siemens MindSphere; developer access is provided through a REST API, a Python client SDK, and the Tangent Studio web application.
The company sells primarily to enterprise customers in energy and utilities (TotalEnergies, Shell, BP, Gulf, Energy One, Mitsubishi, Opinum water/energy partnership), manufacturing and industrial IoT (Siemens Energy, Siemens MindSphere OEM), financial services (BAC bank), and retail (an unnamed global fashion retailer). Revenue is generated through recurring software subscriptions (monthly or annual) bundled with a usage-based component for excess API transactions, supplemented by marketplace sales (AWS Marketplace, Databricks Marketplace), on-premise/edge licensing delivered through certified implementation partners, and OEM licensing via Siemens. Go-to-market combines direct enterprise field sales, marketplace-led self-serve distribution, OEM-embedded product placement, and a partner ecosystem (AWS, Databricks, Siemens, Altair, Opinum, Aperio). To date Tangent Works has raised approximately €7.6M across three funding rounds (2017, 2020, December 2022 €4M Series A) led by Force Over Mass Capital, Saffelberg Investments, Molenwater Group, and SFPI-FPIM, with the Series A explicitly designated for global expansion.
Tangent Works firmographics
Firmographics- Name
- Tangent Works
- Legal name
- TangentWorks BV
- Website
- https://tangent.works
- Company type
- Private
- Founded year
- 2014
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Tangent Works builds Tangent, an automated AI engine for time-series forecasting and anomaly detection that auto-engineers features and builds models in seconds, sold primarily as enterprise SaaS, OEM-embedded software via Siemens MindSphere, and runtime on Databricks.
- Ownership category
- akta.pro rank
Tangent Works industry classification
Industry- Product category
- Automated Machine Learning Software
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Computer Systems Design and Related Services (5415)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Edge AI Model Optimization & Compression (quantization, pruning, distillation) (HDAAAJAA)
Keywords
Where Tangent Works is headquartered
LocationHeadquarters
- HQ city
- Gooik
- HQ country
- Belgium
- HQ region
- Europe
Offices3 records
Markets served
Tangent Works business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- Software Subscription (Tangent Works Cloud): Fixed recurring subscription fees invoiced monthly or yearly depending on the Order Form. Customer accesses Tangent via Tangent Works' cloud infrastructure running on Microsoft Azure.
- Usage-Based API Transactions: A certain number of API transactions (model generation, forecasting, or anomaly detection requests) are included per subscription package per time period. Excess transactions are charged at a cost-per-Transaction indicated in the Order Form. Non-used Transactions are not transferable to the next time period.
- Online Marketplace Sales: Software ordered through Online Marketplaces (AWS Marketplace, Databricks Marketplace) with marketplace-specific delivery terms, payment provisions, and potentially different fee structures.
- On-Premise and Customer Cloud Deployment: For On-Premise, On-the-Edge, or Customer Cloud installations, Tangent delivers software with corresponding documentation. Implementation and installation typically handled through certified Partners.
- Professional Services via Partners: Implementation and installation services are typically handled by certified Partners (system integrators and implementation partners), with Tangent Works providing the software license.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Hybrid | Monthly | Subscription-based software with bundled API transactions |
| Subscription | Multi-year contract | Enterprise multi-year contracts with Partners |
Go-to-market motion4 records
Distribution channels7 records
Marketing channels8 records
Tangent Works product offering
Product offeringCore offering
Tangent Works develops and sells Tangent (formerly Tangent Information Modeler / TIM), an automated model-building engine purpose-built for time-series forecasting and anomaly detection. Using proprietary mathematical algorithms, Tangent automatically engineers features and builds predictive models in a single pass through data, delivering results 50–100x faster than common ML approaches at one-fifth the cost. The platform is delivered through multiple deployment options including a cloud SaaS hosted on Microsoft Azure, Docker containers for on-premise/edge, a Databricks runtime, a REST API, and Python SDKs, targeting enterprise data scientists, business managers, and cloud architects.
Product overview
Tangent Works offers Tangent, an automatic model building engine for time series forecasting and anomaly detection. The product portfolio consists of the core Tangent/Tangent AI engine, multiple deployment options (Tangent SaaS on Azure, Tangent Docker for containerized deployment, Tangent for Databricks for Databricks runtime integration), developer interfaces (Tangent API REST interface, Tangent Python Client SDK, Tangent Databricks Python Package), and the Tangent Studio web application. Tangent delivers results 15X faster than traditional approaches with 20X less computing power, automating feature engineering and model building in a single pass through data.
Differentiator
Problem solved
Functional benefit
Brands
- Tangent: Automated AI engine for time series forecasting and anomaly detection, featuring real-time feature engineering and model building
- Tangent Docker
- Tangent API
- Tangent Databricks
- Tangent SaaS
- Tangent Studio
- Tangent Python Client
Products and services
- Tangent Flagship automatic model-building engine for time-series forecasting and anomaly detection. Uses mathematical algorithms to automatically build and score ML models in seconds with automated feature engineering, real-time model rebuilding, and explainable predictions. Delivered via Tangent Works Cloud (SaaS on Azure), Tangent Docker (containerized), Tangent for Databricks (Databricks runtime), Tangent API, and Python SDKs. Serves data scientists, business managers, and cloud architects in enterprise organizations.
- Tangent API REST API that allows developers to interact with the Tangent engine for model building, forecasting, anomaly detection, and classification. Supports HTTPS authentication, with documentation available via Swagger UI. Tangent Studio web application uses this API under the hood.
- Tangent Studio Browser-based web application that runs on top of the Tangent API. Allows users to store and manage datasets, build models, perform forecasting and anomaly detection, and collaborate via workspaces. Designed for both data scientists and non-expert business users.
- Tangent Docker Containerized deployment of the Tangent engine with auto forecast, forecast, and anomaly detection endpoints. Enables on-premise or edge deployment of Tangent as self-contained Docker images including all dependencies. Targets enterprises that cannot use the public cloud or require edge/IoT deployments.
- Tangent for Databricks Tangent packaged as a Databricks runtime, enabling continuous and real-time model building directly within the Databricks data and AI platform. Brings Tangent's predictive AI closer to customer data on Databricks, delivering results 50x faster than common ML approaches at one-fifth the cost. Listed on the Databricks Marketplace with example notebooks and templates.
- Tangent Python Client Python SDK that enables Python developers to interact with the Tangent engine for job requests including forecasting and anomaly detection. Used by data scientists and ML engineers building automated time-series pipelines.
- Tangent Databricks Python Package Python library for Tangent Databricks that serves as a central interface for time-series forecasting, anomaly detection, and insights extraction. Provides ForecastingAPI, AnomalyDetectionAPI, and Insights classes for use within Databricks notebooks and jobs.
Quantifiable outcome
- 50 times faster results and 1/5th the cost compared to traditional ML approaches
- +9 more outcomes
Companies that use Tangent Works
Customer profileNamed customers11 records
Segments8 records
Ideal customer profiles3 records
Tangent Works technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration6 records
AI capability3 records
Feature8 records
Tangent Works partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered core, minor and strategic.
- DatabrickscoreIntegration of Tangent as a Databricks runtime, enabling continuous and real-time model (re)building at unprecedented scale. The integration brings Tangent's predictive AI closer to customer data, supporting hyperscalability through parallel job processing while maintaining enterprise-level security. Tangent listed on Databricks Marketplace with example notebooks and templates.
- AperiominorJoint webinar on automating predictive analytics with OT/IT integration for Industry 4.0. Aperio specializes in providing reliable, real-time operational data. The partnership aims to present a comprehensive view of the automated data value chain from historian/sensor data through predictive model development.
- OpinumstrategicPartnership to bring automated, accurate, and agile predictive analytics to water and energy sectors. Opinum's data management platform (Data Hub) combined with Tangent's InstantML technology enables water and energy actors to explore, analyze, and forecast with ease, speed, and accuracy. Solutions described as 'intrinsically compatible' by Opinum CEO Loïc Bar.
- AWS (Amazon Web Services)coreAWS provides cloud infrastructure (EKS, Fargate, RDS for PostgreSQL) for Tangent Works' services. Tangent listed on AWS Marketplace, simplifying procurement for AWS customers. The partnership reports winning 5 enterprise customers in 2 months through AWS Marketplace. Tangent uses AWS to launch services, manage compute and storage needs, and support rapid growth.
- Siemens Digital Industries SoftwarecoreTangent integrated into Siemens MindSphere product, an industrial IoT-as-a-service solution. MindSphere customers have a single dashboard to analyze IoT data, with business users developing their own data models. Quote from Siemens: 'Even citizen data scientists can easily analyze data and get immediate insights at scale.' Tangent also powers Siemens' Anomaly Detection app.
Scale indicators13 records
Recent moves6 records
Expansion highlights6 records
Tangent Works competitors and assessment
Company assessmentDirect peers
- DataRobot: Enterprise AutoML platform that automates model building across classification, regression, and time-series forecasting. Directly comparable to Tangent on automated model building and on targeting data-science teams for production ML deployment.
- H2O.ai: Open-source and enterprise AutoML platform (H2O Driverless AI) supporting time-series forecasting and anomaly detection. Comparable automated-feature-engineering approach and enterprise data-science customer base.
- Anodot: AI-driven anomaly-detection platform for business and cloud-cost metrics, competing directly with Tangent's anomaly-detection use case in FinOps and operational monitoring.
- Pecan AI: Predictive analytics platform focused on automated forecasting for business users, comparable to Tangent's positioning of democratizing time-series predictive analytics for non-experts.
- Dataiku: End-to-end data science and MLOps platform with AutoML capabilities serving enterprise data teams. Competes with Tangent for enterprise predictive-analytics workloads and data-science productivity.
Broad incumbents
- AWS Forecast: Hyperscaler time-series forecasting service bundled into the AWS ecosystem. Tangent is already listed on AWS Marketplace, illustrating how AWS Forecast serves as the platform incumbent against which Tangent must differentiate.
- Azure Anomaly Detector: Microsoft Azure's AI service for time-series anomaly detection, integrated with Azure ecosystem where Tangent Works Cloud itself is hosted. A broad incumbent offering overlapping with Tangent's anomaly detection capability.
- Databricks: Unified data and AI platform that now hosts Tangent as a runtime. As Databricks expands native time-series and AutoML features, it represents the most strategically entwined incumbent — both partner and competitor.
- C3.ai: Enterprise AI application platform offering predictive maintenance, forecasting, and anomaly detection to large industrial customers — directly overlapping with Tangent's industrial-IoT and energy use cases.
Emerging players
- MindsDB: Open-source platform that brings ML — including time-series forecasting — directly into databases. Represents a lighter-weight emerging alternative that competes for the same 'ML close to data' positioning Tangent pursues.
Market position
Strengths1 record
Weaknesses1 record
Competitive moat6 records
Key risks6 records
Key highlights6 records
Customer concentration
Tangent Works social profiles
Digital presenceTangent Works financial estimates
Financial estimateRevenue estimate
Valuation estimate
Tangent Works leadership team
Management profileNumber of profiles
Profiles4 records
Tangent Works funding detail
Funding detailFunding overview
Funding rounds3 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Tangent Works 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 Tangent Works
What does Tangent Works do?
Tangent Works develops and sells Tangent (formerly Tangent Information Modeler / TIM), an automated model-building engine purpose-built for time-series forecasting and anomaly detection. Using proprietary mathematical algorithms, Tangent automatically engineers features and builds predictive models in a single pass through data, delivering results 50–100x faster than common ML approaches at one-fifth the cost. The platform is delivered through multiple deployment options including a cloud SaaS hosted on Microsoft Azure, Docker containers for on-premise/edge, a Databricks runtime, a REST API, and Python SDKs, targeting enterprise data scientists, business managers, and cloud architects.
Is Tangent Works a public or private company?
Tangent Works is a private company. It is classified as venture growth investor backed and is currently operating.
When was Tangent Works founded?
Tangent Works was founded in 2014. It employs 11 to 50 people.
Where is Tangent Works based?
Tangent Works is headquartered in Gooik, Belgium, in the Europe region.
How does Tangent Works make money?
Five revenue lines are on record. Software Subscription (Tangent Works Cloud) is the primary driver. The others are usage-Based API Transactions, online Marketplace Sales, on-Premise and Customer Cloud Deployment and professional Services via Partners.
Who are Tangent Works's main competitors?
Direct peers on record are DataRobot, H2O.ai, Anodot, Pecan AI and Dataiku. Broad incumbents are AWS Forecast, Azure Anomaly Detector, Databricks and C3.ai. MindsDB is listed as an emerging player.
Does Tangent Works have an API?
Yes. Tangent provides a REST API that allows users to interact with the Tangent engine for model building, forecasting, anomaly detection, and classification. The API supports authentication via HTTPS and transmits information about datasets and request configurations in the request body, with responses containing original data and information about the input data. Tangent Studio web application uses the API under the hood. Developer documentation is at api.tangent.works/swagger-ui.html.
What industry is Tangent Works in?
Tangent Works's product category is Automated Machine Learning Software. Its primary akta.pro industry code is HDAAAJAA, Edge AI Model Optimization & Compression (quantization, pruning, distillation). Its NAICS code is 51821 and its SIC code is 7372.