Question 1

Does your organization have the internal alignment to support AI adoption?

Accepted Answer

Your organization is aligned when executive leadership supports AI and automation initiatives, clear business objectives for AI deployment are defined, cross-department collaboration is supported, the organization understands AI augments employees instead of replacing them, and leadership is committed to improving data quality and transparency.

Question 2

Do you know where your data lives?

Accepted Answer

You know where your data lives when core operational systems have been identified, ERP and CRM systems are documented, finance or loan management systems are documented, document repositories are identified, and data owners have been assigned for each system.

Question 3

Can AI systems actually read your data?

Accepted Answer

AI systems can read your data when database structures are documented where available, primary identifiers exist across systems, data formats are known, duplicate records are identified and addressed, and secure data access methods are available.

Question 4

Is your compute environment ready for AI workloads?

Accepted Answer

Your compute environment is ready when the hosting environment is identified, you can deploy a cloud environment if required, VPS or cloud infrastructure is available, and the team understands compute and storage requirements.

Question 5

Are your security policies ready for AI systems?

Accepted Answer

Security policies are ready when data access policies are defined, role-based access control is established, secure authentication methods are in place, internal IT or security leadership is involved, encryption policies are understood, and regulatory requirements are identified where applicable.

Question 6

Does your team understand AI cost structures?

Accepted Answer

A team understands AI cost structures when it has budget awareness for infrastructure costs, understands token-based AI model usage, knows consumption-based pricing models, and plans budget for development and integration work.

Question 7

Do you have someone to own the AI initiative?

Accepted Answer

An AI initiative has an owner when a designated internal AI champion has been selected, that person understands core business workflows, can coordinate across departments, has leadership support for training and upskilling, and works in an environment where employees are encouraged to adopt new tools.

Question 8

Is your organization ready to begin?

Accepted Answer

Your organization is ready to begin when core systems are documented, data access methods are prepared, the infrastructure environment is identified, security policies are reviewed, budget awareness is established, and an internal champion is assigned.

Two assessments. One complete picture.

Does your organization have the internal alignment to support AI adoption?