About PuzzleLogic

Make AI Solutions for Pathology

Overview

Founded in 2024, PuzzleLogic is led by a founding team from top institutions including National University of Singapore, University of California Irvine, Tsinghua University, and Beihang University etc., with extensive expertise in AI for pathology. We believe AI is driving a revolution in digital pathology, and we are dedicated to building handy tools and reliable AI-assisted systems to enhance both quality and efficiency in healthcare. Furthermore, we explore innovative applications of AI in pathological research, clinical translation, and education.

OurPositioning

A handy tool in diagnosis, a reliable role in innovation.

Mission

Advancing intelligent pathology healthcare through technological innovation.

Vision

Providing world-leading AI solutions in pathology to enhance diagnostic quality and efficiency, and to expand clinical applications.

Development Timeline

June-August 2024

Construct platforms for both large and small models, and build baseline pipelines

Developed a series of general/specialized pathological AI models

Build a computing cluster and a research collaboration platform

September-November 2024

Release versions 0.1 and 0.2 of the Research and Diagnostic System

Support classification, regression, and segmentation algorithms based on ROI and WSI

Support training and inference for multi-modal models of various scales

March 2025

Release UnPuzzle Multimodal MCP Framework

Several papers with UnPuzzle were published

July 2025

Release PuzzleAgent v0.1 for report generation

Release Annotation System v1

September 2025

Release PuzzleAgent v1 (6 major Cancers)

Release Annotation System v1.5 and Research and Diagnostic System v0.3

December 2025

Industry Collaboration

Clinical Trail at 4 partner Hospitals