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AI & Machine Learning Specialists
We transform and analyse your data to discover the answers to questions you have not yet asked
By combining our knowledge of algorithms with your data, we help you to ‘be more right more often’.
Optimise the use of your scarce resources so you can enhance the timing and quality of decisions
Fission Digital create advanced analytic solutions for organisations
We work across industries, with organisations that generate data and want to improve decision making. Our clients are businesses and Federal Government agencies that might be seeking to;
- improve forecasting
- understand staff / customers / demand
- predict outages
- identify leakage / fraud
With decades of experience delivering successful projects, we enhance business outcomes by the use of heuristics & machine learning techniques. Our services include:
In a collaborative approach, we adopt a ‘business led’ investigation process to analyse an organisation’s need so that we can quickly produce tangible & data driven outcomes to showcase the art of the possible.
It’s important to spend time understanding and defining the business requirements before diving into the data. This ensures we focus on the outcomes that are important and actionable. We are strong supporters of the CRISP-DM methodology, an industry ‘best practice’ for data mining projects.
Digital Optimisation programs
As specialists in the application of machine learning, simulation and optimisation techniques, we design work programs and then set about to collaboratively build customised solutions with your data. This usually starts with a Rapid prototype where we jointly create the ‘Art of the Possible’ to create something tangible, allowing your teams to further envision and refine. It also serves to validate a possible approach / hypothesis and guide action on further investment.
Our solutions are built on the data produced by your existing production systems, sensors, cameras, microphones and keyboards. We create accurate predictive models by ingesting other relevant data such as demographic, behaviour, psychographic, biometric, environmental and economic.
We also incorporate feedback loops, so that each model can adapt to changes and even improve upon the accuracy and relevance of any initial predictions.
Since these solutions don’t operate in isolation, we design and perform any integration work that is needed to coexist with your systems, processes and people. Adoption of anything new can be a challenge for people, so we aim to reduce resistance to change by having your Subject Matter Experts included and constantly involved in solution development and the building of models. This approach tends to reduce bias and generates solutions that can be maintained internally, readily explained and understood by everyone.
Advanced Analytics support
Whether you have a data science / business intelligence team or need help establishing one – we can help. The process of building, deploying and managing models in a production environment needs to be supported by a governed approach.
We help devise a ‘fit for purpose’ framework to ensure that before any models are put into production they are tested, validated, analysed for bias, explainable and secured. We also assist with the deployment and ongoing management, such as re-calibration and champion/challenger assessment to ensure accuracy and relevance.
Our team can assist with evaluation of current models and projects by providing comparative reports looking at alternative approaches, potential risks and performance.