Success Story: Royalty Forecasting and Advanced Pay Calculations
31. 03. 2021
Intuitive. Interactive. Impactful.
Transform previously unexposed data to generate new insights and create competitive advantages for your business.
Now more than ever, businesses are leveraging their data assets to augment human decision-making with Artificial Intelligence through the use of analytical insights and machine learning models. AI can help your organization predict trends, anticipate and mitigate disruptions, and identify new avenues for cost savings and operational optimization. Augmenting processes with AI opens new avenues for identifying insights and opportunities that were not possible with traditional approaches.
The predictive and prescriptive power of machine learning will allow your business to foresee future trends and act proactively, driving innovation and tapping into new revenue streams ahead of the competition. When operationalized effectively, these same models and insights will improve over time ensuring that your organizations can make the most effective decisions for the longest time possible.
Have an innovative AI use case for the Supply Chain Industry?
In 2021, AI augmentation will create $2.9 trillion of business value & 6.2 billion hours of worker productivity globally – Gartner
While AI promises endless possibilities, it is by no means a silver bullet. The business impact is only as good as the specificity and accuracy of your models and the quality of data that powers them. Furthermore, you need to ensure that you have the right skillset to operationalize and maintain the deployed pipelines and models.
Adastra, as a leader in the data & AI space, will work collaboratively with your subject matter experts to choose the right AI services and accelerators or design and build customized AI solutions geared towards your particular use cases. When choosing the right solution, we factor in many requirements such as the potential ongoing operational expenses, interoperability with the rest of your organization’s data and technology landscape, maintainability, accuracy, explainability, and the solution support team. We leverage our deep technical expertise, coupled with decades of industry experience, to create valuable, specialized solutions that strike the right balance given your requirements and use cases. We work closely with our Data Governance and Data Engineering experts to ensure that your models are based on clean, trusted data.
Our overall AI project methodology is aimed at solving your business problem as efficiently and effectively as possible. Our overall methodology breaks the solution process into 3 simple phases: preparation, modelling, and finalization. The first phase encompasses business and data preparation and focusses on understanding the optimal points where AI can augment your process while subsequently consolidating your data for downstream analytical modelling. The model development phase is iterative, optimizing data engineering pipelines and model complexity keeping in mind accuracy and development efforts required. The final phase focusses on model orchestration and enablement with the defining of monitoring and feedback mechanisms, which allow for easier ongoing maintenance and solution improvements.
Adastra’s AI & Analytics team possesses both stellar academic credentials as well as decades of industry experience. Our in-house experts hold specializations in the areas of mathematical modelling, simulations and optimizations, data engineering, and business intelligence.
We work closely with academic institutions and have an ongoing partnership with the Intelligent Control and Estimation (ICE) Laboratory in the College of Engineering and Physical Sciences at the University of Guelph. Adastra is also a member of the Scale AI community, a Government of Canada-supported supercluster aimed at boosting the adoption and integration of AI in supply chains.
Many of our AI & Analytics models are custom-built to meet the unique needs of our clients, and because of custom training and refinement, offer a high degree of accuracy for your specific business problems, which can often be a limitation of plug-and-play solutions. However, if there are particular AI services that do meet your specific business need, we will propose these to minimize technical debt. Over the years, we have built many types of solutions for different industries. Some of our areas of expertise are listed below:
We will contact you as soon as possible.