AI IXX

Ambition

Awareness of AI Potential

Please select one statement that applies to your organization:

Limited or no awareness of AI and its potential impacts: Our organization is not yet familiar with AI technologies or their potential benefits and challenges.

Initial discussions about AI's transformative potential have started: Some team members have started exploring AI's potential, but there is no broad organizational awareness.

Awareness of AI's potential benefits but uncertainty about its role: There is a general understanding of AI's benefits, but uncertainty remains about how AI can be applied to our specific context.

Clear understanding of AI's transformative potential across the organization: Our organization has a well-established awareness of how AI can transform our industry and business processes.

Strategic Vision for AI

Please select one statement that applies to your organization:

No strategic vision for AI: AI is not currently considered in our strategic planning.

Preliminary vision for AI development is being discussed: Initial conversations about integrating AI into our strategic vision are underway, but nothing formalized yet.

AI vision is developed and partially communicated: We have developed an AI strategy, which has been communicated to some parts of the organization, but not fully adopted.

AI vision is fully developed, communicated, and aligned with business strategy: A comprehensive AI strategy is fully integrated into our business strategy and communicated across all levels of the organization.

Commitment to AI Initiatives

Please select one statement that applies to your organization:

No formal commitment to AI initiatives: There is no formal endorsement or resources allocated for AI initiatives.

Initial commitment to explore AI initiatives: We have started committing some resources to explore AI initiatives, though they are still in early stages.

Formal commitment with initial allocation of resources: Significant resources have been dedicated to AI projects, reflecting a formal commitment from leadership.

Strong commitment with significant resources dedicated to AI initiatives: We have a robust commitment to AI, with substantial resources and support from top management to drive AI projects forward.

Integration into Business Strategy

Please select one statement that applies to your organization:

AI is not integrated into business strategy: AI considerations are absent from our business strategy.

Initial attempts to align AI with business strategy: Efforts are being made to align AI initiatives with our business objectives, but integration is not yet complete.

AI initiatives are partially integrated into business strategy: Several AI initiatives are aligned with our business strategy, influencing key decisions and processes.

AI is fully integrated and is a core component of business strategy: AI is a fundamental part of our business strategy, shaping our long-term goals and operational plans.

Steering

Governance Structure

Please select one statement that applies to your organization:

No governance structure for AI initiatives: We lack a formal governance framework for overseeing AI projects and initiatives.

Initial steps to define AI governance: Some initial efforts are being made to create a governance structure for AI, though it's not yet established.

Formal AI governance structure in place: A formal governance framework is in place to oversee AI initiatives, with clear roles and responsibilities.

Mature and adaptive AI governance structure: Our governance framework for AI is well-established, adaptive, and regularly reviewed to align with evolving needs and regulations.

Leadership Involvement

Please select one statement that applies to your organization:

Leadership is not involved in AI initiatives: There is minimal or no involvement from leadership in AI projects.

Occasional involvement of leadership in AI discussions: Leadership occasionally engages in AI-related discussions and decisions.

Regular involvement of leadership in AI steering: Leadership is regularly involved in steering AI initiatives and ensuring alignment with strategic goals.

Leadership actively drives and champions AI initiatives: Leadership not only participates but actively drives and champions AI initiatives, setting a clear vision and providing strong support.

Decision-Making Processes

Please select one statement that applies to your organization:

No formal decision-making process for AI: Decisions related to AI are made on an ad-hoc basis without a structured process.

Initial steps to define decision-making processes for AI: Efforts are underway to develop structured decision-making processes for AI initiatives.

Established decision-making processes for AI initiatives: Formal processes are in place for making informed decisions on AI projects, involving relevant stakeholders.

Optimized and agile decision-making processes for AI: Our decision-making processes for AI are optimized, agile, and capable of quickly adapting to new information and changing circumstances.

Resource Allocation

Please select one statement that applies to your organization:

No dedicated resources for AI initiatives: There are no specific resources allocated for AI initiatives.

Initial allocation of resources for pilot AI projects: Some resources are allocated to explore pilot AI projects, but they are limited.

Adequate resources allocated for key AI initiatives: Sufficient resources are dedicated to important AI projects, reflecting their priority within the organization.

Significant and continuous resource allocation for AI innovation: We continuously allocate significant resources to AI initiatives, ensuring sustained innovation and development.

UseCases

Identification of Use Cases

Please select one statement that applies to your organization:

No identified AI use cases: We have not yet identified any AI use cases.

Initial identification of potential AI use cases: Some potential AI use cases have been identified but not fully explored.

Several AI use cases identified with defined business value: Multiple AI use cases have been identified and their potential business value is understood.

Comprehensive list of high-value AI use cases identified: We have a well-documented and comprehensive list of AI use cases with high business value across various functions.

Pilot Projects

Please select one statement that applies to your organization:

No AI pilot projects initiated: We have not started any AI pilot projects.

Initial AI pilot projects are being planned: Plans are in place to start initial AI pilot projects, but they are yet to be launched.

Multiple AI pilot projects executed with lessons learned: Several AI pilot projects have been executed, and we have gathered valuable lessons from them.

Successful AI pilot projects with plans for scaling: We have successfully completed multiple AI pilot projects and have clear plans to scale the successful ones.

Evaluation and Prioritization

Please select one statement that applies to your organization:

No formal evaluation of AI use cases: There is no formal process for evaluating AI use cases.

Initial evaluation criteria for AI use cases being developed: Efforts are being made to develop criteria for evaluating AI use cases.

Formal evaluation and prioritization process for AI use cases: A formal process is in place to evaluate and prioritize AI use cases based on defined criteria.

Rigorous and continuous evaluation and prioritization of AI use cases: We have a rigorous and ongoing process for evaluating and prioritizing AI use cases, ensuring alignment with strategic goals.

Scalability and Implementation

Please select one statement that applies to your organization:

No scalable AI solutions implemented: We have not yet implemented any scalable AI solutions.

Initial steps to implement scalable AI solutions: Initial steps are being taken to implement scalable AI solutions.

Several AI solutions scaled across the organization: Multiple AI solutions have been successfully scaled and are operational across the organization.

AI solutions are fully scalable and integrated into operations: Our AI solutions are fully scalable and seamlessly integrated into our day-to-day operations, driving significant business impact.

Organization

Organizational Structure

Please select one statement that applies to your organization:

No AI-specific organizational structure: We do not have a defined organizational structure for AI.

Initial steps to define AI roles and teams: Efforts are underway to define specific roles and teams dedicated to AI.

Established AI teams with clear roles and responsibilities: AI teams with clearly defined roles and responsibilities are in place.

Integrated AI structure with cross-functional collaboration: Our AI organizational structure is well-integrated and promotes cross-functional collaboration.

Cross-Functional Collaboration

Please select one statement that applies to your organization:

Limited or no cross-functional collaboration on AI: AI initiatives are isolated within specific departments.

Initial attempts to foster cross-functional AI collaboration: Efforts are being made to encourage collaboration across functions for AI projects.

Regular cross-functional collaboration on AI projects: Cross-functional teams regularly collaborate on AI initiatives.

Strong and seamless cross-functional AI collaboration: Collaboration across functions is seamless and integral to our AI projects, ensuring diverse expertise and perspectives.

Alignment with Business Units

Please select one statement that applies to your organization:

AI initiatives are not aligned with business units: There is a disconnect between AI initiatives and business unit strategies.

Initial alignment of AI initiatives with some business units: Some AI initiatives are starting to align with the goals of specific business units.

AI initiatives are aligned with most business units: Most AI initiatives are well-aligned with the strategic goals of various business units.

Full alignment of AI initiatives with all business units: All AI initiatives are fully aligned with and support the strategic goals of every business unit.

Change Management

Please select one statement that applies to your organization:

No change management processes for AI adoption: There are no processes in place to manage the change associated with AI adoption.

Initial change management plans for AI initiatives: Initial plans are being developed to manage change related to AI initiatives.

Formal change management processes for AI initiatives: Formal change management processes are in place to support AI adoption.

Effective and adaptive change management for AI adoption: Our change management processes for AI adoption are effective, adaptive, and regularly reviewed for continuous improvement.

Expertise

Skill Levels:

Please select one statement that applies to your organization:

No AI skills within the organization: We do not have any employees with AI expertise.

Basic understanding of AI among some employees: Some employees have a basic understanding of AI concepts and technologies.

Intermediate AI skills in key areas: We have employees with intermediate AI skills in key areas relevant to our business.

Advanced AI expertise across the organization: Our organization possesses advanced AI expertise, with specialists in various domains.

Training and Development:

Please select one statement that applies to your organization:

No strategy for recruiting AI talent: There is no strategy in place to recruit AI talent.

Initial efforts to recruit AI talent: Efforts are being made to start recruiting AI talent.

Regular AI training and development programs: Regular training programs are conducted to develop and enhance AI skills among employees.

Comprehensive and continuous AI training programs: We offer comprehensive and continuous training programs to ensure our workforce remains at the cutting edge of AI technologies and methodologies.

Recruitment of AI Talent:

Please select one statement that applies to your organization:

No strategy for recruiting AI talent: There is no strategy in place to recruit AI talent.

Initial efforts to recruit AI talent: Efforts are being made to start recruiting AI talent.

Established recruitment process for AI experts: A formal recruitment process is in place to attract and hire AI experts.

Strategic recruitment attracting top AI talent: We have a strategic recruitment process that effectively attracts and retains top AI talent, ensuring we have the necessary expertise to drive AI initiatives.

Knowledge Sharing

Please select one statement that applies to your organization:

No knowledge sharing on AI: There are no formal mechanisms for sharing AI knowledge within the organization.

Initial steps to promote AI knowledge sharing: Initial efforts are being made to encourage knowledge sharing on AI topics.

Regular AI knowledge sharing sessions: Regular sessions are held to share AI knowledge and best practices across the organization.

Strong culture of AI knowledge sharing and collaboration: We have a strong culture of knowledge sharing, with AI insights and best practices being actively shared and implemented across teams.

Culture

Attitude Towards AI:

Please select one statement that applies to your organization:

Resistance or indifference towards AI: There is resistance or indifference towards AI within the organization.

Mixed attitudes with some acceptance of AI: Attitudes towards AI are mixed, with some pockets of acceptance.

Generally positive attitude towards AI: There is a generally positive attitude towards AI and its potential benefits.

Strong enthusiasm and support for AI across the organization: AI is widely supported and there is strong enthusiasm for its potential to drive innovation and growth.

Innovation Mindset:

Please select one statement that applies to your organization:

Lack of innovation mindset: There is a general lack of an innovation mindset within the organization.

Initial steps to foster an innovation mindset: Efforts are being made to cultivate an innovation mindset among employees.

Growing innovation mindset with AI experiments: An innovation mindset is growing, supported by experiments and pilot projects in AI.

Strong culture of innovation driven by AI: We have a strong culture of innovation, with AI playing a central role in driving new ideas and solutions.

Employee Engagement:

Please select one statement that applies to your organization:

Low employee engagement with AI initiatives: Employee engagement with AI initiatives is low.

Initial efforts to engage employees in AI projects: Efforts are being made to increase employee engagement with AI projects.

High employee engagement in AI initiatives: Employees are highly engaged and actively participate in AI initiatives.

Employees are actively driving AI innovation: Our employees are not only engaged but are actively driving AI innovation and contributing to AI strategy and implementation.

Ethical Considerations:

Please select one statement that applies to your organization:

No consideration of AI ethics: Ethical considerations related to AI are not addressed.

Initial discussions on AI ethics: Initial discussions on the ethical implications of AI have begun.

Formal policies addressing AI ethics: Formal policies and guidelines addressing AI ethics are in place.

Strong focus on ethical AI practices and transparency: We have a strong focus on ethical AI practices, with transparency and accountability embedded in our AI initiatives.

Technology

Infrastructure:

Please select one statement that applies to your organization:

No AI infrastructure: We do not have any infrastructure to support AI initiatives.

Basic infrastructure for initial AI experiments: Basic infrastructure is available for initial AI experiments and pilot projects.

Adequate infrastructure for key AI initiatives: Our infrastructure supports key AI initiatives adequately.

Advanced AI infrastructure supporting extensive AI use: We have an advanced and scalable AI infrastructure that supports extensive and complex AI applications.

Tools and Platforms:

Please select one statement that applies to your organization:

No AI tools or platforms: We do not have any AI tools or platforms.

Initial adoption of basic AI tools: We have started adopting some basic AI tools and platforms.

Use of advanced AI tools and platforms: Advanced AI tools and platforms are being used across several projects.

Comprehensive suite of cutting-edge AI tools and platforms: We use a comprehensive suite of cutting-edge AI tools and platforms to support a wide range of AI applications.

Integration with Existing Systems:

Please select one statement that applies to your organization:

No integration of AI with existing systems: AI initiatives are not integrated with our existing systems.

Initial steps to integrate AI with some systems: Efforts are being made to integrate AI with some of our existing systems.

AI integrated with most key systems: AI is integrated with most of our key systems, enhancing their functionality and performance.

Full integration of AI with all relevant systems: AI is fully integrated with all relevant systems, driving significant improvements in efficiency and effectiveness.

Scalability:

Please select one statement that applies to your organization:

AI solutions are not scalable: Our AI solutions are not designed to scale.

Initial efforts to develop scalable AI solutions: Efforts are being made to ensure AI solutions are scalable.

Several scalable AI solutions implemented: We have successfully implemented several scalable AI solutions.

Fully scalable AI solutions across the organization: Our AI solutions are fully scalable and deployed across the organization, driving broad and significant impact.

Data

Data Collection:

Please select one statement that applies to your organization:

No systematic data collection processes: We do not have systematic processes for collecting data.

Basic data collection processes in place: Basic processes are in place for collecting data relevant to AI projects.

Comprehensive data collection processes across key areas: Comprehensive data collection processes are established across key areas.

Advanced and continuous data collection processes: We have advanced, continuous data collection processes ensuring a steady flow of high-quality data.

Data Quality:

Please select one statement that applies to your organization:

Poor data quality and reliability: The quality and reliability of our data are poor.

Initial efforts to improve data quality: Initial steps are being taken to improve data quality and reliability.

Consistent data quality management practices: Consistent practices are in place to manage and improve data quality.

High data quality with regular audits and improvements: Our data quality is high, supported by regular audits and continuous improvement processes.

Data Governance:

Please select one statement that applies to your organization:

No data governance framework: We do not have a data governance framework.

Initial steps to develop a data governance framework: Efforts are being made to develop a data governance framework.

Established data governance with clear policies: We have an established data governance framework with clear policies and guidelines.

Mature and adaptive data governance ensuring compliance and quality: Our data governance framework is mature, adaptive, and ensures compliance and high data quality.

Data Utilization:

Please select one statement that applies to your organization:

Limited or no use of data for decision-making: Data is not effectively used for decision-making.

Basic use of data for descriptive analytics: Data is used for basic descriptive analytics to understand past performance.

Advanced use of data for predictive and prescriptive analytics: We use data for advanced predictive and prescriptive analytics, aiding in forecasting and decision-making.

Data-driven decision-making is embedded in the organizational culture: Data-driven decision-making is deeply embedded in our culture, influencing all levels of decision-making processes.

Ecosystem

External Partnerships:

Please select one statement that applies to your organization:

No external partnerships for AI: We do not have any external partnerships related to AI.

Initial discussions with potential AI partners: Initial discussions are taking place with potential AI partners.

Established partnerships with AI vendors and consultants: We have established partnerships with AI vendors and consultants to support our initiatives.

Strong ecosystem of strategic AI partnerships: We have a strong ecosystem of strategic AI partnerships that drive innovation and collaboration.

Industry Engagement:

Please select one statement that applies to your organization:

No engagement with industry on AI topics: We do not engage with industry on AI-related topics.

Initial engagement with industry forums and events: Initial engagements are taking place with industry forums and events.

Active participation in industry AI initiatives: We actively participate in industry AI initiatives, forums, and events.

Leadership in industry AI forums and collaborative projects: We are recognized leaders in industry AI forums and actively contribute to collaborative AI projects.

Collaboration with Academia:

Please select one statement that applies to your organization:

No collaboration with academic institutions: We do not collaborate with academic institutions on AI.

Initial steps to collaborate with academic researchers: Initial steps are being taken to collaborate with academic researchers.

Regular collaboration with academia on AI research and projects: We regularly collaborate with academic institutions on AI research and projects.

Strong partnerships with leading academic institutions: We have strong partnerships with leading academic institutions, driving cutting-edge AI research and innovation.

Contribution to AI Community:

Please select one statement that applies to your organization:

No contribution to the AI community: We do not contribute to the AI community.

Initial efforts to contribute to AI community initiatives: Initial efforts are being made to contribute to AI community initiatives.

Active contribution to AI community through projects and open-source: We actively contribute to the AI community through projects, open-source contributions, and knowledge sharing.

Significant and recognized contributions to the AI community: Our contributions to the AI community are significant and widely recognized, helping to advance the field of AI.

Execution

Project Management:

Please select one statement that applies to your organization:

No structured approach for managing AI projects: There is no structured approach in place for managing AI projects.

Initial efforts to apply project management to AI: Initial efforts are being made to apply project management principles to AI initiatives.

Established project management practices for AI initiatives: Established project management practices are in place specifically for AI initiatives.

Advanced project management with AI-specific methodologies: We have advanced project management methodologies tailored for AI projects, ensuring efficient and effective execution.

Resource Allocation:

Please select one statement that applies to your organization:

No dedicated resources for AI initiatives: There are no dedicated resources allocated for AI initiatives.

Initial allocation of resources for AI projects: Initial steps have been taken to allocate resources for AI projects.

Sufficient resources allocated for key AI initiatives: Sufficient resources are consistently allocated to support key AI initiatives.

Strategic and optimized resource allocation for AI: Resources are strategically and optimally allocated to ensure the success of AI initiatives, including human, financial, and technological resources.

Performance Monitoring:

Please select one statement that applies to your organization:

No performance monitoring for AI initiatives: There is no monitoring of the performance or outcomes of AI initiatives.

Basic performance monitoring for AI projects: Basic performance monitoring practices are in place for AI projects.

Comprehensive performance monitoring and reporting: Comprehensive performance monitoring and regular reporting are conducted for AI initiatives.

Advanced performance analytics driving continuous improvement: We utilize advanced performance analytics to drive continuous improvement and ensure the success of AI initiatives.

Scalability of AI Solutions:

Please select one statement that applies to your organization:

AI solutions are not scalable beyond pilot phase: AI solutions are not designed to scale beyond the pilot phase.

Initial efforts to scale AI solutions: Initial efforts are being made to scale AI solutions beyond pilots.

Successfully scaled several AI solutions across the organization: Several AI solutions have been successfully scaled across the organization.

Full scalability of AI solutions ensuring wide adoption and impact: Our AI solutions are fully scalable, ensuring wide adoption and significant impact across the organization.

Ambition

Awareness of AI Potential

Strategic Vision for AI

Commitment to AI Initiatives

Integration into Business Strategy

Steering

Governance Structure

Leadership Involvement

Decision-Making Processes

Resource Allocation

UseCases

Identification of Use Cases

Pilot Projects

Evaluation and Prioritization

Scalability and Implementation

Organization

Organizational Structure

Cross-Functional Collaboration

Alignment with Business Units

Change Management

Expertise

Skill Levels:

Training and Development:

Recruitment of AI Talent:

Knowledge Sharing

Culture

Attitude Towards AI:

Innovation Mindset:

Employee Engagement:

Ethical Considerations:

Technology

Infrastructure:

Tools and Platforms:

Integration with Existing Systems:

Scalability:

Data

Data Collection:

Data Quality:

Data Governance:

Data Utilization:

Ecosystem

External Partnerships:

Industry Engagement:

Collaboration with Academia:

Contribution to AI Community:

Execution

Project Management:

Resource Allocation:

Performance Monitoring:

Scalability of AI Solutions:

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YOUR SURVEY RESULTS: Systemic

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YOUR SURVEY RESULTS:
Systemic