AI-First Engineering
Every product is built with machine learning at the core — not bolted on as an afterthought. We train models on domain-specific data to deliver expert-level intelligence.
Where AI Meets
Deep Science
Bucket Labs builds AI-powered platforms that solve the hardest problems in materials science and knowledge management.
Two platforms.
One mission to accelerate innovation.
Each product tackles a different frontier — from optimizing physical manufacturing to transforming how teams interact with knowledge.
BucketLabs.ai
Cognitive Simulation
AI-driven optimization for single-crystal manufacturing. Digital twin technology that turns years of trial-and-error into weeks of precision.
- Bridgman, Czochralski & Kyropoulos methods
- Real-time furnace digital twins
- Continuous AI model improvement
Mymir.ai
Intelligent Knowledge
Powered by the Mymir engine for accuracy, indexing, and quality grounded answers — with privacy in mind. Query, explore, and reason over your entire knowledge base.
- Private by design
- Multi-format ingestion (PDF, DOCX, code, images)
- Semantic search with citation tracking
Built on three pillars
of deep technology.
We don't build wrappers — we build foundations. Every product is grounded in original research at the intersection of AI and domain science.
Domain Expertise
Materials science, computational physics, NLP — our teams bring the deep expertise needed to solve problems that generic AI solutions miss entirely.
Privacy & Performance
We believe powerful AI should run on your terms. On-device processing, local-first architectures, and no compromises on speed or data sovereignty.
Explore Our Products
Choose your frontier.
Whether you're optimizing crystal yields or transforming how your team accesses knowledge — there's a Bucket Labs product built for you.