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.

01Physical AI

Physical AI

From vision inspection toward embodied AI: perception, ground and air autonomy, and perception-driven action in manufacturing.

Open project

Research

Updated August 28, 2026

02Industrial RAG

Industrial Knowledge Engine

A prototype combining RAG, engineering documentation, structured manufacturing data and AI models to create an industrial knowledge assistant.

Open project

In Development

Updated August 19, 2026

03Local & Private AI

Local AI Infrastructure

Experiments with local GPU inference, private language models, embeddings, rerankers and manufacturing RAG architectures.

Open project

Active Lab

Updated August 16, 2026

04Manufacturing Knowledge Graphs

Manufacturing Knowledge Graph

A system for representing relationships between processes, equipment, components, controls, documents and operational knowledge.

Open project

Research Prototype

Updated August 12, 2026

05Industrial AI Agents

Engineering Agent

An AI agent designed to retrieve technical information, analyze engineering context and support repeatable engineering workflows.

Open project

Prototype

Updated July 30, 2026

06Industrial AI IOT

Predictive Quality

Machine learning experiments using upstream manufacturing variables to predict downstream quality outcomes.

Open project

Experiment

Updated July 15, 2026

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.

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.

Book a 20-min process review Request the architecture brief Explore Research

Building and Testing Industrial AI in Practice.

Prototypes,Experiments, Systems.

Physical AI

Industrial Knowledge Engine

Local AI Infrastructure

Manufacturing Knowledge Graph

Engineering Agent

Predictive Quality

Every Prototype Sitsin the Same Architecture.

Test an IdeaAgainst Your Operation.

Prototypes,
Experiments, Systems.

Every Prototype Sits
in the Same Architecture.

Test an Idea
Against Your Operation.