Data Driven Decisions

Predictive Analytics

We use a data driven approach to modelling system behaviour, with AI and machine learning techniques to continuously refine and improve predictive models.

Smart Sensors / IoT

We use smart, problem-specific sensors to extract the data before constructing an integrated solution.

Geospatial Analytics

We use geospatial tools to understand consumer behaviour, customise solutions products and services and manage big data at a hyper-local level.

About us

Serenitec was founded in 2015 as a consultancy for research and development, data science and data driven digital solutions. Our consultants come from bleeding edge research positions, where they have learnt to solve problems no matter what the constraints. They have years of experience providing integrated end-to-end solutions using a cross discipline approach.

At Serenitec we place a high value on our people. We know that having a motivated, focused team matters and that it is critical for everyone to be on the same page and understand the whole picture when it comes to solution delivery. This can be as simple as an injection of sugar during a complex delivery or a brainstorming session when progress has slowed.

Let the data do the talking

The ability to make the right decision at the right time is crucial to the success of any venture and as humans we make decisions based on the information available. At Serenitec our goal is to help you find the right data, provide you with the right tools to explore it and encourage you to keep an open mind to what it is telling you.

Let the data do the talking

The ability to make the right decision at the right time is crucial to the success of any venture and as humans we make decisions based on the information available. At Serenitec our goal is to help you find the right data, provide you with the right tools to explore it and encourage you to keep an open mind to what it is telling you.

IoT / Data Capture

It all begins with data! Our experts can help you determine which sensors will be best to monitor your system. We have worked in a variety of environments to solve a broad set of problems. Some of the constraints we face when selecting sensors are temperature, moisture, connectivity, measurement accuracy and power supply.

Predictive Analytics

The ability to understand a system’s behaviour is paramount to accurate predictive models. We are experts at combining numerous data feeds to detect events and anomalies through Machine Learning, Image Recognition and other AI techniques. While modern Machine Learning algorithms can be ideal for a “black box” approach to predictive modelling we prefer to use these algorithms as a mechanism to understand system behaviour through features analysis and theoretical modelling.

Integrated Solutions

We work with our customers to design and develop end-to-end, integrated solutions. This usually starts with a proof of concept or feasibility study where we model the problem using data taken under less constrained circumstances. If the data has the accuracy and granularity needed then our solution architect starts designing the solution. We work with you, getting feedback on features from your domain experts, and support you as you integrate the solution into your work process.

Geospatial Insights

As the way we communicate changes and as businesses digitalise their products and services, there is a growing need to provide location dependent solutions. We work with mapping tools and rich geospatial data sets to help our customers tailor products and services.

Data Science is just half the picture

While understanding and exploring the problem through data is exciting and important, we understand that integrating data streams into an end-to-end solution can sometimes be the tougher task. Our solution architects will work with you to automate the management of data into a processing pipeline, custom to your business process and provide insights that support and automate your decisions.

Data Science is just half the picture

While understanding and exploring the problem through data is exciting and important, we understand that integrating data streams into an end-to-end solution can sometimes be the tougher task. Our solution architects will work with you to automate the management of data into a processing pipeline, custom to your business process and provide insights that support and automate your decisions.

SYSTEM HEALTH AND PERFORMANCE MONITORING

Our Software is lean, scalable and provides real-time detections

One of our core competencies is system health monitoring where we use existing and new sensor data to monitor non-nominal behaviour in complex manufacturing plant. The solutions from such projects can result in reduced product defects, predictable maintainence intervals and real time monitoring. This can improve the availability and reliability of essential equipment.

YIELD OPTIMISATION AND AUTOMATED MONITORING

No coverage? No worries, we have sensors for any environment

At Serenitec we work with farmers and researchers alike to come up with smart affordable sensor solutions that empowers producers to maximise efficiency, product yields and reduce wastage. We do this by providing decision support through an easily managed data dashboard; incorporating real time monitoring of pests and disease through image recognition and anomaly detection as well as historical views of sensor readings like temperature, humidity and soil fertility.

Data Driven Decisions