PyData Eindhoven 2025

Responsible Human-Agent Ecosystem: Making Mission Critical Systems Situationally Aware
2025-12-09 , Auditorium

Modern mission-critical systems operate in environments that change by the second. To keep up, they need more than static maps and siloed data, they need true situational awareness. This talk explores how we are building a Responsible Human-Agent Ecosystem that combines high-resolution 3D geospatial data, real-time sensor fusion, and AI-driven agents to help mission-critical platforms understand the world the way humans do- but faster and at scale.


Using technologies such as 3D digital twins, computer vision, and predictive ML models, our systems create a live, interactive view of the internal working of a large, multi-system operational environment. AI agents can detect anomalies, track threats, reason about context, and support operators with transparent, trustworthy insights.
For developers and technologists, this work sits at the intersection of AI, geospatial engineering, high-performance computing, and human-centered design offering a chance to build systems that truly matter. Join us to see how cutting-edge tech is shaping the next generation of situationally aware capabilities.


Prior Knowledge Expected: Beginner - No prior knowledge needed

Ipsit Dash is a Director Consulting Expert at CGI Netherlands, specializing in AI and data analytics. As a SAFe SPC with nearly ten years of experience at the intersection of digital transformation, data analytics, and AI-driven innovation, he helps organizations design and implement scalable, future-proof data and AI ecosystems. He translates strategic ambitions into clear roadmaps, measurable KPIs, and agile execution, with strong stakeholder alignment and robust governance.

Ipsit began his career at CGI in 2016 as a software engineer and progressed to solution architect and then program lead consulting for clients in financial services, government, aerospace, and high-tech. He builds use-case portfolios, develops targeted learning paths for teams, and drives multidisciplinary delivery—from pilot to scalable rollout—with demonstrable value creation and effective risk management.

Bart-Peter is an enthusiastic and inquisitive Geo-ICT specialist who enjoys applying his knowledge to innovative projects. His interests in Situation Awareness, 3D scanning, Human Factors, Data Governance, and Data-Driven Working are particularly valuable. In his role as Business Consultant, he often finds himself working on projects at the intersection of people and technology. He often works with clients to chart a course, developing a vision for the project and its value. Bart-Peter is most enthusiastic about helping improve human decision-making processes, enabling people and organizations to make even better decisions based on data.

Finally, Bart-Peter enjoys being involved in Business Development, mentoring students and startups, Corporate Social Responsibility, and Geo-ICT practice. He gives guest lectures at universities and is also involved in the 3D scanning of tombs in Egypt.