Selected AI Products
From emerging research to real products used by customers.
Kaizen Copilot
AI-powered manufacturing process improvement
Turned our multimodal LLMs into a product that analyzes work, identifies improvement opportunities, and helps manufacturing teams standardize processes.
Assembly Copilot
Real-time AI guidance on the factory floor
Built our own Video Foundation Models and shipped them as a product that recognizes assembly activities and guides operators to prevent costly mistakes, iterating with customers through real deployments.
Azure Object Anchors
Spatial AI for enterprise mixed reality
Conceived and shipped a Spatial AI capability that recognizes physical objects and automatically aligns digital guidance to them, simplifying mixed-reality experiences.
Industry
Selected Publications See All...
2026
Fawad J. Fateh, Umer Ahmed, Hamza Khan, M. Zeeshan Zia, Quoc-Huy Tran
Video LLMs for Temporal Reasoning in Long Videos.
ACL 2026 Conference
Syed Ahmed Mahmood, Ali Shah Ali, Umer Ahmed, Fawad Javed Fateh, M. Zeeshan Zia, Quoc-Huy Tran
Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport.
WACV 2026 Conference
2025
Ali Shah Ali, Syed Ahmed Mahmood, Mubin Saeed, Andrey Konin, M. Zeeshan Zia, Quoc-Huy Tran
Joint Self-Supervised Video Alignment and Action Segmentation.
ICCV 2025 Conference







