SparkCognition AI Platform

Award-winning artificial intelligence tools in machine learning, natural language processing and knowledge graphs to solve today’s biggest problems

SparkCognition’s Generative AI platform includes automated model building, knowledge graphs, natural language processing and other artificial intelligence tools that combine to build AI-powered solutions that solve critical problems and everyday challenges for your business.


SparkCognition ML Studio

SparkCognition ML Studio uses automated model building to remove barriers and reduce the time to market for developing artificial intelligence (AI) and machine learning (ML) solutions. ML Studio accelerates AI/ML operationalization by enabling the development of highly accurate, scalable models with a low code platform and automated workflows.

ML Studio improves productivity by streamlining data preparation, automating machine learning tasks such as feature generation and selection, and then automatically builds multiple generations of models to find the best option for the developed solution. Models are then put into production through guided connection to data sources and monitored for model health to keep them performing at peak accuracy. This automated approach leverages proprietary genetic algorithms and deep learning to create dynamic models that take less time to develop and quickly adapt to application changes.

ML Studio’s intuitive interface empowers business users and operators alike to gain insights with a zero-code model deployment and maintenance AI platform, but is powerful enough to help data scientists develop more fine-tuned and custom solutions in days instead of weeks.

Automated model building​

Through neuroevolution, build multiple generations of models to find the most optimal solution tailored to your data.

Model operationalization

Put models into production through guided connection to data sources and model health monitoring and maintenance.

Explainable AI

Extract insights and inform decisions through explainable model results that bubble up what matters in your dataset.

SparkCognition NLP Studio

SparkCognition NLP Studio unlocks previously unavailable insights and knowledge within unstructured data using natural language processing (NLP). NLP Studio can automatically group documents such as records, emails, reports, contracts, financial documents, and other richly formatted sources by similarity so they can be easily searched to provide deeper insights. Unstructured data can be read and contextualized from formats like PDFs, Word Documents, Excel, plain text and more.

NLP Studio automates workflows of unstructured data within organizations so business users can focus on high value business decisions. It uses advanced machine learning techniques to automate the retrieval of information, classification of documents, and content analytics. Deep learning methods are used to provide deeper structure and intelligence to document analysis, providing multiple overlays to look at the same collection through different lenses.

NLP Studio allows organizations to analyze and leverage unstructured data that was previously too expensive or difficult to access in order to experience new visibility, reduce operating expenses, surface actionable insights, and enhance decision making.

Information retrieval

Respond to changes in business and get answers to specific queries or analytics that support decision making.

NLP for business

Automatically understands the linguistic nuances, meanings, and relationships of industry-specific jargon, without additional training.

Unstructured analytics

Unlock unstructured data from a broad range of sources and streamline business decisions with deep learning.

SparkCognition Knowledge Studio

SparkCognition Knowledge Studio transforms an organization’s tribal knowledge and subject matter expertise into a knowledge base that empowers decision makers with the right insights at the right time. Patented AI-powered computational knowledge graph technology enables the creation of a new class of knowledge-based applications that improve critical business functions and operational decision-making.

Knowledge Studio expedites encoding of knowledge from a diverse set of sources, while enhancing it with computations and AI techniques. Apps created with Knowledge Studio become invaluable digital assets that speed up and enhance decision-making.

SparkCognition Knowledge Studio helps Fortune 500 industrial companies transform human expertise and data into decision intelligence capability that improves efficiency, profitability, and sustainability, establishing a competitive advantage that grows over time.

Knowledge-based AI

AI algorithms enable subject matter experts to build intelligent, modular applications at scale.

Continuous learning

Using continual learning AI, the knowledge graph will continue to improve to provide better answers and more accurate insights.

Encoded knowledge

Create structural models from enterprise knowledge, know-how from diverse sources, and tribal knowledge that blend with computations models.

SparkCognition Visual AI Studio

SparkCognition Visual AI Studio is an end-to-end computer vision platform consisting of software and computing hardware compatible with multiple camera types, such as:

  • CCTV cameras
  • Drone-mounted cameras
  • Pan/tilt/zoom (PTZ) cameras
  • Mobile device images/video


Visual AI Studio provides a low-code/no-code interface for quickly designing, building and deploying computer vision solutions at scale. Offering a rich library of more than 100 out-of-the-box use cases, users can easily select and customize use cases and dashboards to create fit-for-purpose applications tailored to their needs, including powerful visual analytics paired with real-time alerts based on semantic understanding of video feeds to increase worker safety, cyber-physical security, quality, productivity, and situational awareness across industries.

Visual AI Studio is configurable for a robust set of integrated notification alerts including web-based, mobile app, email, SMS, and on-site alarms. Visual AI Studio delivers role-based access control, remote health monitoring of cameras, edge devices, DVRs, and alarms, and includes a camera calibration tool. The platform supports continuous delivery of updated models and employs continual learning to improve performance over time, mitigating false positive/negative alerts.

Visual AI Studio allows organizations to unlock transformational value from their existing CCTV infrastructure and immediately generate actionable insights—driving significant improvements in risk management and operational excellence.

Automated video

Overcome the limitations of traditional monitoring methods that are manually intensive, inefficient, and error-prone with the power of visual AI.

Computer vision for business

Visual AI helps customers improve their health, safety, and environment (HSE) initiatives, optimize productivity, and gain new insights into their business.

Shifting the paradigm with Visual AI

Drive operational excellence and transition from reactive to proactive corrective actions before issues happen.

SparkCognition Generative AI Studio

SparkCognition Generative AI Studio leverages large language models (LLMs) and deep learning to provide the extraordinary power of generative AI at industrial scale.

From our paradigm-shifting, proprietary technology (developed in collaboration with Shell) that accelerates the pace of imaging and exploration of subsurface structures using generative artificial intelligence technology to releasing first-of-a-kind Generative AI Assistant features inside our suite products to intelligently interpret user inputs and return relevant information in a seamlessly intuitive experience, our Generative AI Studio focuses on minimizing cognitive load and time-to-value for operators.

The patented approach SparkCognition and Shell debuted for seismic exploration—which can generate reliable subsurface images using far fewer seismic shots than traditionally necessary (as little as 1% in completed field trials) while preserving subsurface image quality—has considerable implications for similar complex problems where a reduction of data and time to realize results is determinant, including on-shore exploration, satellite imaging for weather patterns, national security, and threat assessment. Generative AI Assistant allows Renewable Suite users to gain insights into their renewable energy assets’ performance and automate their workflow to perform custom data analysis tasks quickly and efficiently with the benefit of unstructured data like maintenance data, user manuals, industry documentation, comments, and providing help documentation seamlessly layered into the UI.

Augment sparse datasets

Leverage Generative Studio’s ability to autonomously generate high-quality data (e.g., synthetic text, images, audio, and other signals), allowing you to apply AI to unexplored business challenges.

Force multiplier

Increase your team’s efficiency and resourcefulness with intuitive analysis tools available across modules in a conversational UX supplemented by relevant content pulled from diverse unstructured data sources.

Minimize cognitive load and time to value

Generative AI is a uniquely transformational technology, especially for workflows: helping humans do more work faster, with less cognitive burden, so they can focus attention on timely, business-critical decisions.

SparkCognition artificial intelligence tools solve business's most complex problems

SparkCognition has implemented advanced AI technology in machine learning, neural networks, natural language processing and knowledge graphs in some of the world’s largest organizations. These AI solutions continually improve and provide better results than traditional approaches. 

Increase Profit

Advanced machine learning techniques enabling normal behavior modeling reduce expensive stuck pipe events in oil drilling. Read our solution sheet


See how our Deep NLP product has improved safety for an oil and gas company. Read our use case

Reduce Downtime

AI-powered predictive maintenance reduces downtime and prevents critical failures on offshore oil platforms. Read our solution sheet

Shipping Optimization

Maritime Shipping Advisor leveraged our Knowledge Graph Studio to optimize worldwide energy shipping. Read our case study

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