How do you Achieve Impact?
How do you Achieve Impact with AI / ML / DS?
Our approach is based on lessons learnt from 1,000’s of project deployments over the last 27 years including 5+ projects of 7-10 years
Success is not based on the complexity (or accuracy) of the models but instead depends on:- Understanding the business problem and the change management required by the solution
- Deep understanding of the content (and limitations) of available data
- Choosing an approach that appropriately balances model complexity, accuracy and explainability
- Iteration and buy-in from key stakeholders
- Clear communication to all relevant stakeholders
- AI / ML / DS Triage: Rapidly assess opportunities estimating impact and cost and identifying data gaps
- AI / ML / DS Project Work: End to end delivery of specific projects
- AI / ML / DS Advisory: Mentor existing teams to move from solving technical problems to delivering value
- AI / ML / DS Strategy: Identify the organisational / staffing / training changes required to deliver real value