AI-native apps and software tools

IdunLabs builds focused AI products for real-world decisions.

We create vertical consumer apps and professional tools that combine LLMs, data pipelines, computer vision, GPS context, and market intelligence for practical daily workflows.

Product areas we are exploring

IdunLabs looks for narrow markets where AI can compress research, estimation, and planning into tools that people can trust in the field.

Japan Consumer Market

AI Racing Insight Companion

Lightweight horse racing prediction tools that blend public race data, form history, odds movement, weather, and LLM-generated explanations for Japanese users.

Professional Tools

Renovation Materials Calculator

A jobsite assistant for renovation workers that uses photos, GPS, property context, and local pricing to estimate materials, waste, and purchase lists.

Field Operations

Local Price Intelligence

Tools that collect regional supplier data, detect price shifts, and turn messy product catalogs into searchable recommendations for small professional teams.

Consumer Decisions

Specialized Buying Copilots

Focused assistants for high-friction decisions such as home upgrades, hobby equipment, travel micro-planning, and niche marketplace discovery.

Computer Vision

Photo-to-Estimate Workflows

Mobile-first workflows that turn site photos into structured measurements, material needs, risk flags, and follow-up questions.

Market Experiments

Vertical App Incubation

Fast validation for focused C-side and P-side software ideas, with Japan and the United States as primary launch markets.

Built for narrow markets, not generic AI demos

Our products start from the domain: user behavior, local data availability, regulations, language, pricing, and distribution. AI is useful only when it fits the workflow.

Japan Consumer products, mobile-first habits, racing data, local services, and high-trust user experiences.
United States Professional field tools, pricing intelligence, contractor workflows, and productivity software.
C-side Simple apps for consumers making frequent or information-heavy decisions.
P-side Practical software for professionals who need accuracy, speed, and repeatable outputs.

How we build

We prototype quickly, connect real data, and ship tools that make a measurable workflow easier. Our preferred shape is compact, opinionated software that earns daily use.

Core capabilities include LLM application design, data extraction, retrieval and ranking, mobile workflows, computer vision intake, GPS-aware context, pricing intelligence, and domain-specific evaluation loops.

Build with us

For partnerships, product experiments, or early access, reach IdunLabs directly.

zheng@idunlabs.com