What we offer
All services
Our focus is AI-native transformation for new ventures. Alongside that, we deliver healthcare services on brain and mental wellbeing built from voice and biosignal AI, and we provide our technology directly to partners.
Make new ventures AI-native.
A hands-on engagement that redesigns both the operations stack and the engineering stack around AI. We start by visualizing and standardizing the work, rebuild the process AI-first, then run it through to production via coding-AI-driven implementation in a short cycle.
Not a business-transformation consultancy, not a software house. We evolve operations and engineering in lockstep, and stay through internalization — so when the project ends, what's left inside the client is an AI-native organization and the processes to run it.

Healthcare
Brain and mental health at the center, extending into care providers, local governments, and personal self-care.
Hanashitene
A health-habit service that visualizes brain health from a 2-minute voice check and suggests daily actions to keep it sharp. Designed to minimize practice effects so repeated measurements stay reliable, making long-term change actually trackable.
The voice-diary feature turns daily reflection into a habit — speaking out loud about what happened keeps the brain active in ordinary life.
Built primarily for people in their 50s–70s, but useful to anyone who cares about brain and mental wellbeing, regardless of age or gender.
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Hanashitene for Care
For care providers — ongoing monitoring of cognitive and mental change for residents, with insights that feed care-plan decisions. The dashboard surfaces per-resident trends over time, useful for measuring rehabilitation and recreation impact and for handing off to care managers.
Built as a field tool: catch early shifts, and turn them into the personalized care that residents actually need.
Visit service siteHanashitene for Municipalities
For local governments — voice-based brain-health checks and continuous health management embedded in dementia-prevention and healthy-aging programs. The distinctive value is the resident-facing touchpoints we co-design and the program evaluation we stay through to the end.
We help quantify what social participation and healthy life expectancy among older adults actually look like, in numbers you can report on.
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Koe-memo
Voice memo × healthcare. One tap, one short note, and AI structures it for you — usable as a daily work log or journal — while quietly tracking shifts in mood and fatigue from the voice itself.
Useful as personal self-care, and for organizations as a wellness layer that catches early signs of strain that an annual stress check would miss.
Request materialsTechnology provision
The voice-biomarker and biosignal-analysis core of our R&D, plus our compact-model image-AI stack — delivered through joint research and direct technology provision.
Voice Biomarkers
Voice carries the state of multiple physiological systems at once — respiratory, neurological, cardiovascular, metabolic. We build models that detect mental health (depression, anxiety, stress, burnout), cognitive function, fatigue and emotional state, and even health indicators related to diabetes, respiratory, and cardiovascular conditions.
Delivered as use-case-specific models, non-invasive and low-cost, with continuous monitoring possible from a smartphone alone. For pharma, clinics, and healthcare apps — covering trial endpoints, remote-care monitoring, and real-time safety in contact centers and transportation.
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Biosignal Analysis
AI-powered support for analysis of EEG, EMG, EOG, ECG, respiratory signals, and more. End-to-end coverage from preprocessing and cleaning through modeling and real-time inference pipelines. For clinics, pharma, research labs, and healthcare businesses.
Request materialsSugutori
Image-AI for second-hand operations — grading, model-number identification, tagging, and listing copy. Compact-model technology keeps running costs low. For reuse, recycling, and leasing businesses.
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Data and AI,supporting how people decide.
Interested in a custom AI solution or a partnership? We'd love to hear from you.
