Bukla
REAL-WORLD DATA FOR PHYSICAL AI
Bukla deploys trained workers and proprietary six-camera capture systems to turn real work into model-ready video data.
SITE 031 — BAKERY LINE 2 / SESSION 09:42
TASK: TRAY LOAD / PRODUCT: SOURDOUGH
QUALITY 82% / TARGET: > 80%
100K+
HOURS / MONTH
80%+
USABLE FOOTAGE
40+
SECTORS
6
CAMERAS / WEARABLE
01 / WHY BUKLA
More footage does not mean better training data.
GENERIC COLLECTION
— Random smartphone footage
— Uncontrolled environments
— Inconsistent camera angles
— Untrained contributors
— Low usable-video rates
— Limited connection to the model’s target use case
THE BUKLA SYSTEM
✓ Programs designed around the lab’s use case
✓ Purpose-selected real worksites
✓ Trained workers and clear capture protocols
✓ Purpose-built six-camera wearables
✓ Proprietary processing and quality control
✓ More than 80% usable footage
02 / HOW IT WORKS
A program designed around what the model needs to learn.
01
DEFINE USE CASE
02
SELECT WORKSITES
03
RECRUIT + TRAIN
04
CAPTURE REAL WORK
05
PROCESS + DELIVER
03 / CAPTURE SYSTEM
Six cameras. Real work. More useful data.
A compact, work-ready wearable gives labs a richer visual record without asking workers to stop doing the job.
DESIGNED FOR NATURAL WORK / RICHER VISUAL COVERAGE / CONSISTENT CAPTURE
BUKLA CAPTURE DEVICE / COMPLETE PROFILE
6 mounted cameras
Captures full scene context — eye direction, hands and environment.
1080p / 30fps, 150+° FOV
Fine detail and real-world motion preserved.
Dual 6-DOF IMU, 200 Hz
Head orientation and movement captured.
215GB onboard eMMC storage
Memory for continuous real-world sessions.
Flexible power
Works with any standard portable power bank.
Research-ready
Built for robotics, AI training, and embodied AI development.
04 / QUALITY ENGINE
Seven layers between raw footage and usable data.
USE-CASE DESIGN → WORKSITE SELECTION → WORKER SELECTION → TRAINING → STANDARDIZED CAPTURE → PROPRIETARY PROCESSING → QUALITY CONTROL
80%+ usable footage is the focus—not an afterthought.
QUALITY IS DESIGNED INTO THE WORKFLOW
05 / SCALE + COVERAGE
Built for the places where real work happens.
RESTAURANTS · BAKERIES · FACTORIES · 40+ WORK ENVIRONMENTS
100K+ HOURS / MONTH 80%+ USABLE FOOTAGE 40+ SECTORS 6 CAMERAS / WEARABLE
WAREHOUSE
BAKERY
FACTORY
Usable yield by task
Furniture Manufacturing
72%
Onion Plantation
86%
Motorcycle Repair
68%
Candy Manufacturing
85%
Clothing Manufacturing
88%
Pet Store
79%
Floral Arrangement
76%
Weaving
81%
Strawberry Plantation
82%
Bakery and Pastry
77%
Bed Carpentry
70%
Clothes Store
53%
Construction
68%
Car Repair
64%
Food Preparation
87%
06 / START A PROGRAM
Build the dataset your model needs.
Tell us what you need to learn. We’ll map the right program around it.