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Rebel Labs
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[
Rebel Labs
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[
Rebel Labs
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Turn Your
Blueprints
Into Runs.
At a glance, see ranked processing routes, predicted properties, and likely microstructures for your target material under real-world constraints.
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Applied efficiency
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[
Applied efficiency
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Applied efficiency
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Design Processes with Structure-Aware AI.
TARGET STRUCTURE
TARGET STRUCTURE
TARGET STRUCTURE
TARGET STRUCTURE
TARGET STRUCTURE
TARGET STRUCTURE
TARGET STRUCTURE
TARGET STRUCTURE
TARGET STRUCTURE
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our purpose
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[
our purpose
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[
our purpose
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Delivering Cost‑Efficient Materials at Scale
Design manufacturable process windows that hit target properties while controlling energy use and cycle times.
Design manufacturable process windows that hit target properties while controlling energy use and cycle times.
Design manufacturable process windows that hit target properties while controlling energy use and cycle times.
Rank candidate routes by predicted yield, scrap, and per‑part cost to choose the most economical way to make each material.
Rank candidate routes by predicted yield, scrap, and per‑part cost to choose the most economical way to make each material.
Rank candidate routes by predicted yield, scrap, and per‑part cost to choose the most economical way to make each material.
Learn from every lab run and production batch to stabilize quality and de‑risk high‑volume materials manufacturing.
Learn from every lab run and production batch to stabilize quality and de‑risk high‑volume materials manufacturing.
Learn from every lab run and production batch to stabilize quality and de‑risk high‑volume materials manufacturing.
Partner with Rebel Labs to make manufacturing recipes that work.
Route generation
Turn target structures, property goals, and constraints into feasible, step‑by‑step process recipes.
Route generation
Turn target structures, property goals, and constraints into feasible, step‑by‑step process recipes.
Route generation
Turn target structures, property goals, and constraints into feasible, step‑by‑step process recipes.
Scale‑up & cost
Compare routes by yield, scrap, and per‑part cost to pick the best way to run at scale.
Scale‑up & cost
Compare routes by yield, scrap, and per‑part cost to pick the best way to run at scale.
Scale‑up & cost
Compare routes by yield, scrap, and per‑part cost to pick the best way to run at scale.
Quality & microstructure
Predict how process choices affect properties and microstructure before you cut metal or fire a furnace.
Quality & microstructure
Predict how process choices affect properties and microstructure before you cut metal or fire a furnace.
Quality & microstructure
Predict how process choices affect properties and microstructure before you cut metal or fire a furnace.
Live optimization
Use live production data to adjust recipes, keep lines stable, and keep improving over time.
Live optimization
Use live production data to adjust recipes, keep lines stable, and keep improving over time.
Live optimization
Use live production data to adjust recipes, keep lines stable, and keep improving over time.
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Our Services
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[
Our Services
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[
Our Services
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We Serve High‑Volume Materials Industries.
Battery manufacturing
Semiconductor fabs
Structural metals and alloys
Ceramics and functional oxides
For cell and pack makers, Rebel Labs turns messy process windows into repeatable recipes—tuning coating, calendaring, formation, and aging steps so battery lines hit energy, safety, and yield targets with less scrap and downtime.
For wafer fabs and advanced packaging, Rebel Labs helps refine multi‑step thermal and deposition flows, surfacing process routes that push yield and reliability higher while keeping cycle time, tool loading, and consumable costs under control.
For steel, aluminum, and high‑performance alloys, Rebel Labs maps the link between heat‑treatment paths and microstructure, recommending furnace and cooling recipes that achieve strength and toughness targets without paying for over‑processing.
For ceramic components and oxide materials, Rebel Labs identifies sintering and densification routes that balance density, defect levels, and throughput, helping plants move from lab‑grade parts to stable, high‑volume production runs
Battery manufacturing
Semiconductor fabs
Structural metals and alloys
Ceramics and functional oxides
For cell and pack makers, Rebel Labs turns messy process windows into repeatable recipes—tuning coating, calendaring, formation, and aging steps so battery lines hit energy, safety, and yield targets with less scrap and downtime.
For wafer fabs and advanced packaging, Rebel Labs helps refine multi‑step thermal and deposition flows, surfacing process routes that push yield and reliability higher while keeping cycle time, tool loading, and consumable costs under control.
For steel, aluminum, and high‑performance alloys, Rebel Labs maps the link between heat‑treatment paths and microstructure, recommending furnace and cooling recipes that achieve strength and toughness targets without paying for over‑processing.
For ceramic components and oxide materials, Rebel Labs identifies sintering and densification routes that balance density, defect levels, and throughput, helping plants move from lab‑grade parts to stable, high‑volume production runs
Battery manufacturing
Semiconductor fabs
Structural metals and alloys
Ceramics and functional oxides
For cell and pack makers, Rebel Labs turns messy process windows into repeatable recipes—tuning coating, calendaring, formation, and aging steps so battery lines hit energy, safety, and yield targets with less scrap and downtime.
For wafer fabs and advanced packaging, Rebel Labs helps refine multi‑step thermal and deposition flows, surfacing process routes that push yield and reliability higher while keeping cycle time, tool loading, and consumable costs under control.
For steel, aluminum, and high‑performance alloys, Rebel Labs maps the link between heat‑treatment paths and microstructure, recommending furnace and cooling recipes that achieve strength and toughness targets without paying for over‑processing.
For ceramic components and oxide materials, Rebel Labs identifies sintering and densification routes that balance density, defect levels, and throughput, helping plants move from lab‑grade parts to stable, high‑volume production runs
