Lab Structure and Roadmap

Structure

Our lab is organized to foster collaboration, innovation, and rapid prototyping. We partner with organizations that seek to adopt AI to achieve outcomes benefiting the communities they serve. As a team of engineers and technology experts, we help transform these ambitions into real-world solutions.

We collaborate with socially impactful organizations, research centers, hospitals, financial and commercial enterprises, and other partners. Our focus is on private, non-governmental initiatives that recognize their profit-oriented activities can also generate positive social effects—both in Colombia and across Latin America, wherever we operate.

Projects Roadmap: Responsible AI Lifecycle

We follow responsible, iterative AI project lifecycles that embed governance, ethical oversight, and impact assessment at every stage.

Stage	Social Impact Focus	Activities and Responsible AI Integration
Needs Assessment & Stakeholder Engagement	Community-driven goals	Engage with community partners to identify social challenges and define project goals. Transparency, privacy risk mapping
Co-Design & Planning	Inclusive solution design	Co-Design: Collaborate with stakeholders to design AI solutions that are inclusive and context-aware. Sustainability, accountability, fairness, explainability, data responsibility
Data Collection & Preparation	Context-aware data	Data quality, privacy, legal compliance
Prototyping & Testing	User-centered iteration	Rapidly build prototypes, test with users, and refine based on feedback. Explainability, bias mitigation
Deployment & Training	Real-world adoption	Implement solutions and provide training to ensure effective adoption. Governance, transparency, monitoring, privacy safeguards
Impact Evaluation & Continuous Improvement	Societal benefit measured	Impact Evaluation: Measure societal benefits, equity outcomes, and unintended consequences. Use feedback and evaluation to iterate, improve, and scale successful initiatives. Continuous improvement, open reporting
Retirement or Scaling	Responsible exit or growth	Ongoing compliance, lessons learned