01Physical AI
Physical AI
From vision inspection toward embodied AI: perception, ground and air autonomy, and perception-driven action in manufacturing.
Open projectResearch
Updated August 28, 2026
BSKLab Labs
Building and Testing Industrial AI in Practice.
Labs is where BSKLab turns ideas into working prototypes, experiments and proof-of-concepts.
01Active projects
Prototypes,
Experiments, Systems.
Each entry is a working line of construction with an explicit status. We report what we have observed, not results we have not measured.
02How we build
Every Prototype Sits
in the Same Architecture.
Lab work is deliberately built on the layers we deploy in production, so a successful experiment can move forward instead of being rebuilt.
L1
Industrial Environment
- PLC
- Sensors
- SCADA
- MES
- ERP
- Quality Systems
- Engineering Systems
L2
Industrial Data
- Time series
- Batch & lot
- Process parameters
- Events
L3
Engineering & Enterprise Knowledge
- Manuals
- SOPs
- Specifications
- Drawings
- Process history
- Maintenance history
- Engineering knowledge
L4
Knowledge Infrastructure
- Document processing
- Embeddings
- Vector search
- Reranking
- Metadata
- Knowledge graphs
L5
Artificial Intelligence
- Large Language Models
- Machine Learning
- Computer Vision
L6
AI Agents
- Retrieval
- Analysis
- Reasoning
- Execution
L7
Industrial Applications
- Engineering Copilot
- Plant Knowledge
- Predictive Quality
- Process Optimization
Insight
Decision
Action
03Next step
Test an Idea
Against Your Operation.
If one of these lines of work maps to a problem on your floor, a short process review is the fastest way to find out.