PetFM v3.2 · now rolling out

Agentic AI for pet food & toys, shipped globally.

Lemai Tech builds foundation models, edge vision, and supply-chain agents that design, source, and personalize the next billion meals and playtimes — for pets across 15 markets.

✦ Trusted pipeline/ 25 marketplaces/ 15 markets/ 4 house brands/ 1B+ pets reached
01 — Products

The Agentic stack for pet products.

Five models and agents, trained on 1B+ anonymized pet interactions. Ship faster, personalize deeper, and keep a paw on every supply lane.

🔥

PetGPT

FOUNDATION · MULTIMODAL

Our multimodal pet-nutrition and wellness assistant. Answers owner questions with vet-grade reasoning, grounded in 12M product SKUs and peer-reviewed veterinary literature.

🧬

NutriAgent

AGENT · PERSONALIZATION

Per-pet diet formulation engine. Consumes breed, age, activity, and allergen signals to generate recipes that manufacturers can produce at batch scale.

👁️

PawVision

EDGE · VISION

On-device CV model for cameras, feeders, and smart collars. Detects gait anomalies, mood, and food-intake patterns, running under 60ms on a $3 MCU.

🎮

SmartToy Agent

RL · ADAPTIVE PLAY

Reinforcement-learning policy that lives inside interactive toys. Learns each pet's engagement curve in hours; upgraded OTA from our fleet telemetry.

⚙️

SupplyCopilot

AGENT · OPERATIONS

Autonomous orchestration across suppliers, warehouses, and 25 online channels. Forecasts demand, re-routes shipments, and negotiates pricing — hands-off.

🧭

Welfare Guard

SAFETY · ALIGNMENT

Safety layer on every model we ship. Red-teamed by veterinarians; blocks unsafe recommendations and surfaces health-risk flags to human reviewers.

02 — Research

Foundations we publish.

We invest in open research on animal-centric AI. Our models combine vision, audio, and telemetry with RLHF from owners and veterinarians.

R-01

PetFM — A Foundation Model for Pet Behavior

Self-supervised pretraining on 40,000 hours of video and sensor telemetry across 120 breeds. Transfers zero-shot to species we never trained on.

v3.2 · 2026-Q2
R-02

Multimodal Sensor Fusion for Consumer Pet Devices

Low-cost fusion of audio, pose, and thermal signals. 3.2% error on breed-agnostic anomaly detection, running on 64KB of SRAM.

v1.4
R-03

RLHF-from-Pet-Owners (RL-PO)

A preference-learning protocol that incorporates owner feedback without overfitting to individual bias. Deployed in NutriAgent and SmartToy.

v2.0
R-04

Welfare Alignment for Agentic Pet Products

A framework for pre-deployment red-teaming by licensed veterinarians. Open-sourced; 2,100+ stars on GitHub.

tech report
03 — Platform

Built for global, agentic scale.

The proven distribution and supply stack behind Lemai Tech — now operated by autonomous agents end to end.

1B+
Pets served
across the user market
25
Online channels
orchestrated by SupplyCopilot
15
Target markets
in North America, EU, East Asia
4
House brands
shipping Agentic products
04 — Verticals

Four product lines, one model family.

Every vertical below runs on a shared Agentic stack — so insights compound across products.

🥩

Pet Food

Recipe generation, allergen-aware personalization, batch optimization.

🧸

Pet Toys

Adaptive play policies, RL-tuned difficulty, on-device safety.

📷

Pet Care Gear

Cameras, feeders, collars running PawVision at the edge.

💾

Pet Data Platform

Anonymized telemetry pipeline for licensed research partners.

Ship Agentic pet products
with us.

Manufacturers, marketplaces, and research partners — we’re onboarding a small cohort this quarter.

Contact us at lemaitech@mail.lxning.com