AI STRATEGY
Your AI Journey
AI comes in many forms: reactive, predictive, narrow, prescriptive, generative, explainable and so on. Understand their value and decide which one is right for your business.
You can start with setting up a lighthouse that will thrive to understand and reflect on the value of AI for your business. It could be a small local team that can help to support your citizen initiatives, provide make or buy recommendations and assist your AI Strategy. We advise to look at SaaS solutions with generative capabilities and initiatives that increase internal efficiencies.
If you want to capture more value from AI, have a shot at predictive AI. You will need to have a solid foundation with data management and a clear governance of AI initiatives. We advise to screen the initiatives in order to achieve a balanced portfolio with short and long term projects with a mix of model acquisition strategies. At this stage, the lighthouse should be geared enough to provide guidance on skillset acquisition, infrastructure implementation and model deployment. We advise to look particularly at initiatives that aim to provide business insights and enhance customer experiences.
It is important to foster a decentralized structure where initiatives are global rather than owned by any group. Your newly acquired AI fitness should enable you to better forecast the economics associated with your AI initiatives and engage in end-to-end transformative projects that will provide you with unparallel competitive advantage. At this stage, your lighthouse has evolved in a complete excellence system that animates your strategic porfolio.
AI Risk
The Majority of AI projects fail. Know the dos and don'ts when implementing AI. Reflect on the concerns and ethics related to AI applications and deploy dependable solutions.
Explainable AI
XAI is becoming an important marker for AI strategies. Understand if XAI is right for your ML and select the best approach for safe applications that increase stakeholders' trust.
AI Economics
Understand your Make or Buy scenario. Know how to measure cost and returns and use adequate financial analysis before launching your cognitive projects.
AI at Scale
Scaling AI enables to accelerate and increase business values and capabilities. A CLAS manager can help you measure your AI fitness and craft a strategy using proven methodologies such as SIR, HCD and CPMAI.
AI Excellence
Understand your ideal porfolio and the structure required to manage it. From a simple Lighthouse to a full Excellence structure, navigate, support and govern efficiently your AI initiatives for growth.