How extensively has your organization implemented AI-powered solutions for internal operations in the last 2 years?

How actively does your organization use AI to automate some day-to-day tasks? (e.g., simple chatbots, RPA, out-of-the-box cloud AI, using AI in existing analytics tools, but not deeply integrated into workflows)

How actively is AI being piloted in specific business areas (e.g., CRM, sentiment analysis, NLP, advanced chatbots), even if not yet scaled across the organization?

To what extent is AI used in your organization to automate business workflows across multiple departments (e.g., customer support, supply chain, logistics, procurement, document processing, finance, sales and marketing, etc.)?

How seamlessly is your IT infrastructure (cloud-based, on-premises, or hybrid) prepared for AI scalability, high performance, automation, and continuous AI model updates?

How well does your data management infrastructure support AI solutions implementation with structured, unstructured, and real-time data collection, secure storage, governance, and seamless integration?

How clearly has your company defined its AI adoption strategy, including detailed use cases, awareness of AI’s capabilities, limitations, and risks?

How clearly has your company defined AI success metrics, KPIs, and a roadmap for scaling AI across business operations?

How actively does your organization maintain a dedicated AI team focused on continuous upskilling, experimentation, and staying current with AI trends?

How robust are your company’s security, data privacy, and risk management frameworks in place to protect AI solutions from cyber threats and data breaches?