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Dynamix-Predicitve-Analytics-AI

IoT platform predictive analytics: use your real-time data to predict the future.

Add accurate forecasts and leverage predictive insights within your IoT solutions or our range of pre-built applications, enabling you to optimize real-time performance and implement AI-led interventions.

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Dynamix's predictive analytics + AI capabilities enable you to predict the future to minimize real-time risks and maximize performance.

Our Dynamix integrated data, AI + IoT platform and the IoT solutions built upon it enable you to turn your data into forecasts and deliver real-time predictive insights, enabling you to plot a successful pathway to achieving your businesses minute-by-minute, annual, and 10-year objectives.

The predictive power contained within Dynamix and machine learning algorithms that are built into all of our solutions empowers you to reduce risk, shrink costs, uncover optimisations, and improve bottom-line outcomes both measurably and demonstrably.

Leverage the power of predictive analytics to achieve your objectives:

Easy-to-use

Explore visual forecasts and the basis for them to understand how different inputs affect outputs.

Fully-integrated

Our solutions feature inbuilt machine learning to deliver predictive analytics with no gaps.

Modelling + scenario analysis

Explore different scenarios and explore how to improve outcomes.

Explore inputs

Use visualizations to look at individual aspects of your operations and their impact on sustainability goals.

Create or import

Use your own algorithms and data models within our solution or import any Python-based algorithm.

Continuous improvement

Use automation and AI to create a feedback loop that delivers ongoing optimisations + new insights.

Dynamix's no-code, simple, drag-and-drop interface for creating your own machine learning algorithms: Book a demo today.

Utilize our AI Dynamix interface to create your own machine learning algorithms to deliver unique forecasts, insights and deliver AI-led optimizations.

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Dig deeper into your data with Machine Learning: AI Dynamix.

AI Dynamix enables you to not only create, train and deploy Machine Learning models into your IoT monitoring and management solution using the Rayven platform’s Workflow Builder, but also to model and test algorithms using your data to discover trends and find ways of better monitoring (or optimizing) your operations.

Completely programmable via a drag-and-drop logic, AI Dynamix comes pre-built into the Dynamix data, AI + IoT platform and enables non-developers to adopt dig deeper into their data or adopt predictive analytics within their real-time IoT solution.

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Prepare your data

Select training data from your wider solution and apply ready-to-go filters and normalizers that are natively available within AI Dynamix.

Create, import + train

Anyone can use AI Dynamix's drag-and-drop interface to create an algorithm from scratch or import another Python-based model, before running iterative training.

Deploy + predict

Deploy your trained model to streaming data in the Workflow Business Logic Modeller with a single click and visualize the results in your dashboard for real-time future insights.

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Usable by
anyone.

Build, maintain, optimize and grow your own AI and Machine Learning models without the help of a specialist or computer specialist - no programming required.

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Create or import: shortcut.

Use off-the-shelf models within the platform or import your own Python algorithm from elsewhere and amend, you’ll save weeks - if not months - of development time.

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Increase speed-to value.

An algorithm can be created, trained and deployed in hours; providing you with rapid predictive insights that you can use to provide a clear ROI.

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Become self-sufficient.

Because AI Dynamix is codeless and easy-to-use, you can do your own assessments and don’t need specialist support to adopt and expand your use of AI.

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Multiple
models.

AI Dynamix enables you to run as many models as you like. Train and deploy many, compare performance, see which works best and then create a new one to do something else.

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Included as-standard.

The Dynamix platform is all-in-one, with no hidden costs or additional module options, so you get AI Dynamix and machine learning capabilities out-of-the-box..

Bring your own model. Dynamix will support any Python-based predictive analytics model, including:

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domino
dotdata
scikit
Tensolrflow
cloudera
Tamr
MLflow
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Seamlessly incorporate machine learning algorithms (and AI) into you Workflows.


Because of the seamless build of our platform, it’s ultra-simple to incorporate Machine Learning and use it for AI-led decision-making in your IoT solutions, making them Industry 4.0. Simply create, test and train your algorithm, then add it to your solution in our Workflow Modeller.

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Discover what makes Rayven's technology, data science and industrial expertise world-leading and how your business can benefit from it.
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Need help building a custom predictive analytics model? We can help you deploy your own predictive analytics model in days, not months.

Getting your Machine Learning model + AI algorithm looking at past data and suggesting optimisations is one thing, but training it to tell you what’s about to happen in real-time based on how you’re operating at that moment can be another.

Dynamix enables you to achieve Industry 4.0-status, with AI-led interventions, and we can help you to get there even faster, helping you to:

  1. Define your goals, identify the data that affects it and where it's stored + how to get to it in real-time
  2. We combine + integrate existing, historical, training, human-entered, static and real-time data flow to build a repository
  3. Create data visualisations + dashboards to support pre-processing + simulation
  4. Pre-process your data. Conduct data validation, cleansing, sifting, decomposition, filtering, ordering, spectral decompression to determine what is relevant and establish parameters for the future
  5. We build the data model that your algorithm will be based on or import yours
  6. Build the algorithm based on your business’ set-up and desired outcomes
  7. Deploy the model in our simulator + run it with your data to train your algorithm and check it's correct
  8. We deploy it into your solution, ensuring it’s working + delivering adaptive improvements
  9. Over time and with larger data repositories, we can fine-tune your model, trial new ones, or add additional use cases to the same data sets to compound returns.

Find the true value of your data, transform it into actionable insights, and drive immediate business outcomes.

Compare-outliers

Discover why Dynamix is a world-leading data, AI + IoT platform.

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Robust, industrial-dedicated technology

The only fully-featured, all-in-one platform built for industry that combines data, AI + IoT capabilities seamlessly - with no hidden costs.

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Extreme interoperability

Our technology integrates with any machinery, systems, technologies and data stores to effortlessly create a real-time single source of truth.

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One platform, multiple use cases

Get real-time monitoring, predictive insights, and AI-led productivity solutions - or anything else - in one platform.

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Ready-to-deploy or create from scratch

Adopt ready-to-deploy solutions or create them yourself using easy-to-use, codeless interfaces.

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Low cost + affordable for all

Works with what you have, pay only for what you use, and it's the only Industry 4.0 platform you’ll ever need.

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Fast-to-deploy, infinitely scalable

Start with one device and a single solution, end with millions across hundreds.

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SaaS-based, Edge-ready

Our technology doesn’t require IT support, can be deployed anywhere, and supports Edge processing.

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Enterprise security as-standard

Dynamix is built with security as a top priority, so our proprietary security architecture ensures your data is secure at all points.

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End-to-end services + 24/7 support

We can help you with data science and machine learning, solution design, build, deployment, scaling, optimization, plus provide 24 / 7 technical support.

See Rayven in action

One of our data science, AI + IIoT specialists will contact you for a live one-on-one demonstration or to answer any questions.