METHODOLOGY
A six-pillar methodology that allows us to operate in multiple regions of the world at the intersection of multidisciplinary approaches, artificial intelligence, and innovation.
Identify opportunities and challenges for AI innovation
1 Research & Discover
- Industry-specific AI Innovation Ecosystem Reports
- Organization-specific AI Innovation Drivers Reports
- AI Algorithms Mapping Reports: Evaluations, Integration, and Governance
- AI Challenges for Business Solutions Scouting with Technology Firms and Academia
Case in point
Learn how to augment AI opportunities,
mitigate challenges and mobilize/upskill AI talent
2 Learn & Evolve
- Industry and Organization-specific AI Skills and Competencies Audit
- Organization-specific AI Innovation Drivers Reports
- AI Innovation Trade-offs Report
- Customized AI Curricula and Programs
- AI Talent Mobility Programs
Case in point
Craft and decide on an AI innovation agenda and make strategic decisions (ex. implement vs. scale-up)
3 Decide & Innovate
- Participatory and Advisory Roundtables
- AI Innovation Roadmap (Recommendations research, education, and business deployment)
- Data Supply/Demand Map: input data, training data, feedback data
- Organizational Redesign and AI/ML Modeling Report
Case in point
Train, Test, Validate and Deploy AI algorithms, build public and private partnerships and mobilize other resources
4 Deploy & Add Value
- Advisory Groups and Strategic Partnerships Report
- Stakeholders, Data, AI/ML techniques, Talent and Computational Power Report
- Research and development Collaborative AI Labs: from modeling to deployment
Case in point
Evaluate the AI model, create participatory feedback mechanisms, hold developers accountable and advance stakeholders participation
5 Evaluate & Improve
- AI Monitoring & Evaluation Framework
- Responsible AI Report: explainability, reliability, value, law, ethics, risks, safety and security
Case in point
Disseminate best practices, recommendations and lessons learned as well as assess system’s and community impact
6 Disseminate & Impact All
- Industry-wide Report
- Organization-specific case studies
- Papers series and Academic Journal
- AI Webinars
- Standards and benchmarks: transparency, fairness and trust
- Podcasts
Case in point