Why is AI important?
Artificial Intelligence underpins the foundation for many of today’s emerging technologies. AI is an over-used term but it is under-utilised efficiently. At SCC we are ensuring that our client’s data is being transformed tactically as well as strategically. Long-term decision-making is driven by your data and we will help you unlock that value.
AI Solutions
Data Pre-Processing
Data isn’t always in a state where it can be analysed efficiently. There could be duplicates, missing information, incorrect information or irrelevant information and having that within sets which are being analysed can have a negative impact on analysis. Pre-processing the data is important to get it into a state that is fit for further analytics and Machine-Learning.
We can take existing data-sets or even new data-sets and ensure the data is pre-processed. In some cases it can be automated so that going forward the data is consistently and automatically cleansed and ready for further transformation.
Labelling and Analysis
Data isn’t always in a state where it can be analysed efficiently. There could be duplicates, missing information, incorrect information or irrelevant information and having that within sets which are being analysed can have a negative impact on analysis. Pre-processing the data is important to get it into a state that is fit for further analytics and Machine-Learning.
We can take existing data-sets or even new data-sets and ensure the data is pre-processed. In some cases it can be automated so that going forward the data is consistently and automatically cleansed and ready for further transformation.
Model Development and Training
Once the data is in a state ready for training we can build algorithmic models. This will also depend on the volume of data that is available. We will need to run training on “seen” data which is visible to the model and then test it against a subset of data which is “unseen”, this allows us to determine a confidence rating on how well a model will performing against new data. The more data we generate the more efficient the model and algorithms will become.
This activity requires a deep understand of our customer requirements so we can ensure we are adding additional insight and enriching the quality of their existing data.
Application Development
As a trusted Systems Integrator we provide bespoke development services for anything that falls out of the ecosystems mentioned above. In some cases you may require integration into specific APIs and platforms or you may have additional requirements on content cleansing and analysis.
We will work closely with you to understand the specific requirements and what needs to be completed to ensure all of your AI requirements are kept within a single ecosystem. Our goal is to ensure that your usage of the data is as efficient as possible and that you spend your time on strategic decision making.
Data Reporting and Insights
We provide a bespoke reporting service that gives additional insight and analysis into the data being generated. As we will be a part of your AI journey from pre-processing to modelling we will have valuable insights which aren’t necessarily reflected in the data.
Our team of content experts can draw deeper inferences on the data and their trends. We can provide this data in analytical reports via the dashboard and also include interactive charts/graphs to add a new layer of analysis to the data.
All of this will assist with your strategic decision-making and mining the data for as much valuable information as possible.
AI benefits
Competitive advantage, as even newer companies using AI can gain substantial benefit over the competition.
Reduction in operational costs, increased efficiency, revenue growth and improved customer satisfaction.
Allows for making faster and more accurate business decisions whilst reducing human-error.
Automation of tasks, allowing your employees to spend more time on strategic gain.
Analysis of big data, there is a lot of hidden information in large datasets which AI can help unlock.
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