BahnAuto
The operations app that keeps unmanned stores running without staff on site.
- Photo checklists with automatic completion rates
- Attendance verified by GPS, Wi-Fi or photo
- Order approval, expiry alerts, daily reports

PAM FOREST — AI COMPANY · DAEJEON, KOREA
PAM FOREST builds AI products that do real work — and runs them ourselves.
[ 01 / PRODUCTS ]
The operations app that keeps unmanned stores running without staff on site.

An AI video studio where video, image and voice models run on one set of credits.

Lift a whole city into 3D, then put its shops and events on top.

An agent that monitors, fixes and promotes your web services on its own.
Collects, connects and records everything moving in AI, every day.
Everything one person needs to run a company on AI — hardware to training.
[ 02 / FOR YOUR COMPANY ]
[ 03 / INSIDE THE LAB ]
Train a LoRA on product images and compare it with the base model on the same prompt and seed.
Identity retention · new scenes · overfitting
Train on style tags and test whether the voice holds on topics outside the training set.
Style separation · instruction following · no memorisation
Generate video on Apple Silicon with MLX ports of open video models.
Local inference · memory limits · render time
Applied research on publicly available models. Not a claim of commercial performance or customer results.
[ 04 / CONTACT ]