Product Matrix

LinLay currently has two productization paths: owned products represented by Engarde AI, and custom AI sports projects for institutions, platforms, and clubs.

From a focused product to an AI sports application ecosystem

We do not limit the capability to one discipline. We keep accumulating transferable capabilities across video understanding, AI coaching, long-term memory, training data, and operation tools.

Live

Engarde AI app iconEngarde AI

Fencing AI review and training assistant

Upload fencing clips, generate technical reviews, continue with AI Coach, and build a long-term training memory.

Video Review
AI Coach
Training Logs
Long-Term Memory

Custom AI Services

Custom AI services for sports organizations

Beyond owned products, we build custom AI sports projects for institutions, platforms, clubs, and sports health teams, connecting AI training assistants, intelligent review reports, user growth profiles, operation tools, and dashboards to real workflows.

01

Start from the operating scenario

Clarify roles, sport context, service workflows, and core pain points to identify the best first AI scenario.

02

Compose AI sports capabilities

Combine large models, multimodal recognition, motion data analysis, and sport-specific knowledge into clear product capabilities.

03

Ship a usable product

Build user entry points, report structures, memory systems, and management views that can be used continuously inside the organization.

04

Iterate with real usage

Use feedback and usage data to refine prompts, review logic, growth profiles, and operational metrics.