Products
Systems built around a specific practice.
Each product is shaped around how a particular kind of work actually happens — not a generic chatbot bolted onto a dashboard.
Clinic operations
Clinic CRM
A patient-relationship and practice-management product for Korean medicine (한의원) clinics — visit history, treatment notes, recalls, and AI-assisted follow-ups in one place.
View productResearch tooling
Local Research
A local-first AI workspace for researchers — ingest papers, organize what you've read, and move from literature to notes to draft, with your data staying on your machine.
View productApproach
How the products are built.
- 01
Domain-aware, not generic
Each product is shaped around a real practice — a clinic's patient flow, a researcher's reading loop — instead of a one-size assistant.
- 02
Human-in-the-loop by design
AI prepares the next move: summaries, drafts, next actions. People keep control of records, decisions, and approvals.
- 03
Local-first and private
Sensitive data — patient records, unpublished research — can stay on your own machine or infrastructure.
- 04
Research-backed
The same person building the products publishes the methods behind them — established work in mobility ML, with emerging work on language models.
Research
Spatio-temporal machine learning for how cities move.
The products sit close to active research: forecasting, origin-destination modeling, and learning under structure for mobility systems — with emerging work on language models for research and decision workflows.
View research themes- 01
Spatio-temporal forecasting
Forecasting models that treat time, geography, and mobility demand as connected structure.
- 02
Origin-destination modeling
Methods for representing and predicting multi-modal movement patterns across urban systems.
- 03
Learning under structure
Lipschitz-aware learning, graph structure, and transport constraints for stable modeling.
- 04
Language models for research
Emerging work applying and evaluating language models for research workflows and structured decision support — the direction behind Local Research.
Have a workflow that doesn't fit inside off-the-shelf software?
transkinesis is open to product pilots, research collaborations, and applied AI work — in Korean and English.
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