We specialise in solving complex business problems by leveraging AI and data science solutions. Our strategy involves breaking down the problem into manageable steps, understanding the underlying business issue, including talking to key stakeholders, identifying relevant data, and selecting the most appropriate AI and data science technique.
Maintaining a strong business focus throughout the problem-solving process, we avoid premature technology introduction that could overshadow the core issue, ensuring complete resolutions.
We place a high emphasis on precision from the start because data science and AI demand it. In the following areas, we ensure thoroughness:
Once the business goals have been clearly defined, they need to be translated into specific data analysis goals and accompanying tasks.
For instance, if the objective is to reduce churn, we set the following analytic goals:
It is crucial to address important questions in the subsequent steps, such as evaluating whether the available customer data provides the necessary information to effectively solve the business challenge.
To ensure a successful data analysis process, we establish clear technical criteria for success, which include:
Ishango.ai data scientists work remotely on value-adding projects for international companies. Our data scientists have delivered projects across sectors such as finance, e-commerce, healthcare, agriculture, and industrial engineering, for companies from around the world including the US, Australia, Switzerland, and the UK.