Data science, AI + IIoT services optimized to deliver brilliant business outcomes.

Data science, AI + IIoT services optimized to deliver brilliant business outcomes.

Data science, AI + IIoT is an inter-disciplinary field combining hardware, communications, software, machine learning and business process engineering; there’s a lot of complex things to get right! Rayven has a battle-hardened delivery process, featuring a range of end-to-end IIoT and Industry 4.0 services tailorable to your needs, all of which will ensure your project’s success.

Rayven's data science, AI + IIoT services guarantee project success

Project after project, we have iterated our delivery methodology to be robust and reliable, ensuring the technical implementation supports your business outcomes.

1 - Solution Design

Project delivery starts with a robust and realistic IoT solution design. We always start with the end, your business and your goals in mind.

2 - Data Integrity

Data is at the heart of all IIoT and Industry 4.0 projects. It is imperative to establish reliable, accurate and secure sources of data.

3 - Implementation

The IIoT and Industry 4.0 solution implementation phase is where the biggest costs are in any project. It’s key to be deliberate and efficient with the services you use.

4 - Data Science

Understanding the data and the value that can be derived from it is determined by combining best practice industry knowledge with data science experts. That’s why we offer data science consulting as a key service.

5 - Quality Assurance

Your IIoT and Industry 4.0 solution is only as reliable as the quality assurance processes you deploy. Rayven projects use an extremely thorough “continuous QA” approach.

6 - Project Management

IIoT and Industry 4.0 projects involve coordinating a lot of different people and disciplines, almost by definition. Our end-to-end services ensure we keep track of all the moving parts.

Get started, fast: Rayven Accelerated Delivery Model (RADM)

Not a big consulting project that ends with yet another report, the RADM uncovers what your precise next steps need to be + what the business outcomes will be – all in just 4 weeks.

The Rayven Accelerated Delivery Model (RADM) is about working with our team so that you can quickly identify potential, discover what needs to be done, and establish the budget required, fast:

Phase 1: Requirements
Week 1
Kick-off Meeting Establish key project personnel, business objectives, success criteria, project plan + timeline, deliverables, and next steps.
Workshops Brainstorm and document potential use cases, prioritization criteria, and establish use cases business value.
Prioritization Review external factors and business needs before delivering recommended priority use cases with justifications for discussion.
Phase 2: Research
Week 1-2
System + Asset Survey Conduct a rapid review of existing systems and assets to get a clear technical understanding of the technical architecture that influences access and ingestion of data into Dynamix.
Data Readiness Assessment Run a technical assessment to determine the ingestion requirements for all data sources to establish data structures, how it can be packaged for export/import, and the volume of data that will need to be ingested.
Integration Mapping Outline how each data source will communicate to Dynamix and what data will be ingested to create a data flow diagram showing interaction methods and the data points to be transmitted.
Phase 3: Design
Week 2-3
Functional Requirements Drill into the success criteria and useful metrics for (min.) one priority use case, determining: business outcome; metrics; assets; data sources; connection detail; dashboard user personas, devices and user groups; and action taken using the data
Solution Design Outline the interfaces/visualisations/dashboard detail based on role and device requirements, establishing: interface architecture; solution hierarchy; dashboard content and layouts; data formats for display; interface mechanics; and high-level data processing.
Phase 4: Budget
Week 4
Budget We will use the functional requirements and solution design documents to determine the estimated budget required for each solution use case, including Proof of Concept to Production costs for configuration and licensing (short-to-long-term costs)
Final Review Present the findings, prioritisation, requirements and high-level designs in a final handover as desired.

Learn More: Speak to us about RADM Learn More: Speak to us about RADM
Get started, fast: Rayven Accelerated Delivery Model (RADM)

1: Solution Design

Designing an IIoT and Industry 4.0 solution requires more than just technology. At Rayven, our services always start with the business outcomes, then reverse engineer the solution design from there. Once the business goals are established, we consider how those metrics will be used on a day-to-day basis to inform better decision-making at the operational level. The data and technology follow the key metrics, and then finally we present the IoT architecture, including application mock-ups, leaving no ambiguity about what the end IIoT and Industry 4.0 solution will include.

1: Solution Design

2: Data Integrity

If there’s one critical aspect to every IIoT and Industry 4.0 project, it’s data integrity. You can’t make business decision without complete confidence that the data you are looking at is 100% complete and accurate. Rayven has developed proprietary processes delivered through our data & IoT services that can quickly identify and rectify data quality issues, meaning that your solution is built on a solid data foundation.


Using our data integrity services, we will ensure that there are no gaps in the data being received by your platform.


Data needs to be validated for accuracy at many steps in the production workflows to ensure correctness – something we will make sure happens.


Data changes more than you might expect, so we’ll ensure that all your data fields and structures are catered for.


We will establishing a reliable steady stream of data is flowing through your solution so that it’s delivering reliable results.


Data frequency differs from project to project, so we’ll fine tune data rates to balance real-time demands with storage and processing loads.


Correcting missing or invalid data can be an unexpected challenge for data science, AI + IIoT platforms and it’s critical to be able to detect and correct data issues – something ours has built-in to it.

Discover more about Rayven: download the brochure.

Who is Rayven? Download the Brochure Who is Rayven? Download the Brochure
Discover more about Rayven: download the brochure.

3: Implementation

Rayven has developed a 10-step implementation process for all data science, AI + IIoT projects. Our implementation service brings the most challenging aspects of IIoT and Industry 4.0 solution delivery to the forefront so any potential roadblocks are dealt with early on. This allows for a much smoother and more predictable delivery experience. Our Solution Engineers are highly-trained experts, intimately familiar with the process, real-time data, 3rd party integrations, workflow programming and, of course, our Dynamix platform.

Discover more about Rayven’s AI + IoT Platform

3: Implementation

4: Data Science

Rayven’s Data Science team lives and breaths data and the value it can bring to your business. A great IIoT and Industry 4.0 solution doesn’t collect LOTS of data, it collects the RIGHT data and does smart things with it. Our experts guide you through this process to ensure you are getting the most out of your solution.

Discover more about our Data Science services

Ingestion and processing

Once data is flowing into your Dynamix platform, it’s a matter of decoding, combining, transforming, filtering, calculating and more – Rayven will do it all for you.

Data integrity

Any data that flows into your Dynamix platform must be checked for completeness, stability, consistency, reliability and more.

Industrial intelligence

Data context is a critical piece of getting value out of your data. Understanding industrial data and what it means to your business is key.

Machine learning

The power of machine learning is well understood, but the value to YOUR business depends on many factors. We can train algorithms specifically for your use case.


Visualizing data is an expected part of any IIoT and Industry 4.0 solution – but it’s important to visualize data in the right way depending on the context and use of that data.

Business value

Presenting the right data, to the right user and at the right time, AS WELL AS in the right format, is central to ensuring your IoT solution meets your business goals.

5: Quality Assurance

Given the potential complexity of IIoT and Industry 4.0 solutions, there is a lot that can go wrong. That’s why we’ve created a thorough QA process as part of our services that targets the most likely parts of your solution that could cause difficulties.

We understand data integrity and accuracy, business and alerts logic, and the value of getting it right! We will work with you to continuously check that your solution is meeting your needs and expectations, as well as adhering to scope, so that you can be assured that you get what you pay for. IIoT and Industry 4.0 projects are necessarily dynamic and iterative. The more you learn about your business and it’s data, the more you want to see. Our services cater for this and allow you to iterate your solution to perfection.

5: Quality Assurance

6: Project Management

Great project management means much more than keeping the project to time, budget, and scope; it is about collaboration, resourcefulness and problem solving to deliver successful outcomes and a real return on investment. Rayven provides project management because we know you need a central point of coordination across the many moving parts that go in to any IIoT and Industry 4.0 solution, and can safely guide you there from beginning to end.

Strategic alignment

We’re experts at project management because it ensures what is being delivered, is right, and will deliver against the business requirements.

Communication & language

We’ll keep stakeholders informed from outset to completion. The things that IoT projects tackle are often complex, so we’ll communicate regularly and in simple language to keep everyone informed.

Clear focus & objectives

We can help make sure that the right people are working on the right things. This extends beyond our own staff to include partner and customer resources as needed.

Realistic project planning

Half the challenge is aligning expectations with reality. Rayven’s Dynamix platform is such a broad capability toolkit, we will ensure realistic goals are established (and met).


We pride ourselves on our responsiveness and communication. We are proactive in our approach and transparent in the way we deliver your IIoT solution.

Subject-matter expertise

Our project managers are engineers! They understand the challenge, the technology and resources available to make sure that the right outcomes are delivered.

We're obsessed with your success


“Rayven is a key partner for us. Their platform allows us to deliver a remarkable number of different energy and AI + IoT solutions that have transformed our customers’ businesses for the better and, on the project delivery side, they are very reliable and extremely responsive.”

Gavin Dietz
Chief Executive, Wattwatchers


“I4 Mining’s attractiveness to us was the company could come in at a level that we needed them to and develop up with us rather than us taking on some gargantuan software giant where we’d use five per cent of it to give us what we need in the immediate sense.”

Justin Brown
General ManaManaging Director, Element 25ger


Rayven's end-to-end data science, AI + IoT services ensure your project's success. From design to project management and data science - we've got you covered.

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.

  • This field is for validation purposes and should be left unchanged.