KODA KENKŌ · Medical AI Infrastructure

Medical AI infrastructure for real healthcare work.

Six connected products. Less paperwork, faster care — built for governed clinical environments.

How it works

AI prepares. Professionals review. Teams move faster.

01
Collect
Voice, documents, intake forms, system feeds.
02
Organise
KoLo OS routes it to the right workflow.
03
Draft
Dedicated AI agents prepare structured drafts.
04
Verify
A second model checks each draft before it surfaces.
05
Review
A clinician, nurse, pharmacist, or clerk approves.
06
Record
The final artefact enters the record, fully audited.

Every reviewer and timestamp is recorded.

Every change before and after approval is recorded.

The human is always in the loop — by design.

Integration

Integrates with what is running.

KODA KENKŌ layers onto your existing EMR, or runs standalone.

Operates above ORCAMedicom-HRfDynamicsFujitsu HOPENEC MegaOakHR and major EMR systems. No rip-and-replace.

KoLo OS
Built on KoLo OS
One platform

What KODA KENKŌ adds.

Six modules. One operational record. Built on KoLo OS.

  • Continuity across model changes.
  • Audit-clean human review.
  • JAHIS-aligned export.

Bilingual Japanese records

Understand patients in their language — English, Portuguese, Chinese, Vietnamese, Tagalog, Nepali — yet document in Japanese. Dictation handles Kansai, Tōhoku, Kyūshū and Hokkaido speech.

Clerk-side AI

Built for the front desk, not just the doctor’s voice. Intake, referral letters, claims, document triage — drafted by AI, approved by the clerk.

Cross-model verification

A second model checks every draft before the human — schema, source grounding, consistency, hallucination detection. Built on KoLo OS.

Clinician-in-the-loop by default

A human reviews and approves every clinical output. Reviewer, timestamp, and before-and-after are recorded. Approval is load-bearing, not a checkbox.

HOT-code-native pharmacology

Japanese drug master on HOT codes — composition, forms, interactions, contraindications. Pharmacist review, audit trail.

Built for Japan

Built for Japan.

Designed from Japanese medical practice — not adapted from foreign software.

The SOAP structure follows the logic Japanese professionals already use: 主観的情報 · 客観的情報 · 評価 · 計画. Dictation covers regional speech — Kansai, Tōhoku, Kyūshū, Hokkaido — and multilingual intake serves foreign patients in English, Portuguese, Chinese, Vietnamese, Tagalog, Nepali and more.

Founders

Built by clinicians and engineers, together.

Carlos Mundim, MSc

Co-founder & Chief Architect

Creator of the KoLo system and the architecture behind KODA KENKŌ. Building distributed-optimization and neuro-inspired systems since 2008 — now architecting agentic AI: persistent memory, multi-agent coordination, governed autonomy.

Jeanette Dennisson, PhD

Co-founder & Chief Science Officer

Professor at St. Marianna University School of Medicine; specialist in speech recognition and AI for spoken language, English-medium medical education (EMI/CLIL), and medical communication.

Start with one product. 20 minutes with engineering.

We open the platform on your real pain point and run it end-to-end. No deck.

KODA KENKŌ — Medical AI Platform for Japanese Clinical Reality