Preparation
- Project Initiation & Discovery
- Data Assessment & Preparation
- Dataset Creation and Preprocessing
- Model Selection & Training Preparation
- Model Fine-Tuning
- Embedding and Retrieval-Augmented Generation (RAG) Integration
- Local Hardware Deployment
- Model Maintenance & Monitoring
- Project Closeout & Handover
1. Project Initiation & Discovery
We begin with Project Initiation & Discovery, where we clarify the project’s objectives, success metrics, and stakeholder requirements. By understanding the client’s unique needs upfront, we set the foundation for a robust, secure, and efficient AI solution.
2. Data Assessment & Preparation
Next comes Data Assessment & Preparation, where we identify, evaluate, and structure the relevant data needed for modeling. This includes validating data integrity and implementing strict data security protocols to protect sensitive information.
A preparation phase in isolation can be very useful in scoping your bespoke AI project… contact us for more info