1. Seed Level

• AI Strategy and Vision:

o Still in its nascent stage, basic AI awareness and interest exists.

o There is a general understanding of the potential contribution of AI, but no clear vision.

• AI Project Management and Implementation Capacity:

o No formal project management process, project ideas are general and unplanned.

o Initial experiments and prototype work are simple and low complexity.

• Data Management and Infrastructure:

o Data infrastructure is underdeveloped, basic data collection and use processes are very limited.

o No or rudimentary data analysis.

• Human Resources and AI Competence:

o Small and generalist team; AI experts are not yet available or are few in number.

• AI Ethics and Regulatory Compliance:

o Basic ethical and legal awareness is absent or at a very low level.

• Innovation and Continuous Improvement:

o Innovative ideas exist, but implementation and commercialization processes are underdeveloped.