Stop fighting your data.
Start troubleshooting in minutes.
Niobia AI turns fragmented manufacturing data into expert-level insights, instantly. Connect your instruments, ask questions in plain language, and get scientifically grounded analysis across materials characterization, process engineering, and quality workflows.
Enterprise security features
First Look
Watch the first public look at Niobia AI
A quick walkthrough of how Niobia AI helps manufacturing teams move from fragmented process and materials data to clear, actionable decisions.
This launch video is now the best place to see the product story in one sitting, from the problem we solve to the first interaction model we are putting in front of customers.
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Applications
Built for the problems you actually have.
Pre-built process knowledge for battery manufacturing, polymer processing, and advanced materials.
Lithium-Ion Cell Manufacturing
Formation, aging, and final test — full cell genealogy
Defects in lithium-ion cell manufacturing originate upstream of where they are detected.
Anode Manufacturing
Coating, calendering, slitting — graphite, silicon, Nb₂O₅
Graphite anode coating is a precision process where slot-die speed, binder ratio, and calendering pressure interact to determine cycle life.
Cathode Manufacturing
Slurry, coating, drying, calendering — NMC, LFP, NCA
NMC, LFP, and NCA cathode lines share the same equipment but differ in where they fail.
Electrolyte Manufacturing
Mixing, filling, QC — liquid and dry electrolytes
Electrolyte quality is invisible until it shows up in formation yield.
Battery Recycling & Second Life
Black mass, hydromet, sorting — from pack to precursor
Battery recycling economics depend on sorting accuracy and black mass purity.
Flow Cell Manufacturing
Stack assembly, membrane QC, electrolyte handling
Vanadium redox flow battery manufacturing is constrained by membrane quality and stack assembly consistency.
Polymer Processing
Cavity-pressure fusion, gel detection, and die-line intelligence for injection molding and extrusion lines.
Advanced Materials
Ceramic sintering, carbon fiber AFP inspection, and thin film deposition monitoring for high-value materials.
Coming Soon
Expanding into semiconductor wafer fab and photovoltaic manufacturing.
- SoonSemiconductor Manufacturing
- SoonPhotovoltaic / Solar Cell
Interactive Exhibit
Explore process control through a fluidized-bed coffee roaster.
This simulator turns DOE, response-surface modeling, and SPC into something you can feel. Tune airflow, heat, and roast time, then watch the reactor respond in real time before diving into the full teaching page.
Control panel
Fluidized bed reactor
From Raw Data to Real Decisions
Connect Your Data
Upload or connect your cycler data. Supports Arbin, Neware, BioLogic, and more.
Instant Harmonization
Data is unified and labeled into agent-ready formats automatically. No manual cleanup.
Insight on Demand
Receive publication-ready plots, verified metrics, and exportable reports.
Ask Questions, Get Answers
An agent at your fingertips that can chart data, explain results, and recommend which knobs to turn next.
Collaborate
Share results across your team with role-based access and secure controls.
Connect Your Data
Upload or connect your cycler data. Supports Arbin, Neware, BioLogic, and more.
Instant Harmonization
Data is unified and labeled into agent-ready formats automatically. No manual cleanup.
Insight on Demand
Receive publication-ready plots, verified metrics, and exportable reports.
Ask Questions, Get Answers
An agent at your fingertips that can chart data, explain results, and recommend which knobs to turn next.
Collaborate
Share results across your team with role-based access and secure controls.
Fast. Secure. Expert.
The first intelligence platform purpose-built for advanced manufacturing. Unlike general-purpose AI, Niobia AI understands materials characterization, process data, and quality workflows. It harmonizes fragmented experimental and production data, applies domain-specific analysis, and explains the science behind every insight.
Fast
From question to insight in seconds.
Stop spending hours reformatting CSVs and debugging plot scripts. Instantly harmonize your data and generate contextually relevant visualizations on demand. Faster insights mean compressed troubleshooting cycles and shorter time-to-market.
Secure
Your IP stays locked down. Period.
On our Enterprise platform, your data never leaves your infrastructure — private cloud deployment, customer-controlled encryption keys, and zero data movement. And on every plan, your data is encrypted in transit and at rest, never sold, and never used to train foundation models.
Expert
Built by process engineers and materials scientists, for engineers.
Not a repurposed chatbot. Every analysis is grounded in validated domain methods, from XRD and EIS to SPC and DOE. From PhD researchers characterizing new materials to process engineers optimizing production lines, it speaks your language.
Enterprise-Grade Security for Sensitive Research
Designed for organizations handling proprietary formulations, export-controlled materials, and confidential R&D data.
Platform-Native Deployment
Run Niobia AI inside your existing Databricks environment with minimal data movement.
Isolated
Single-tenant deployments with geographic data boundaries.
No Foundational Model Training
Your data is never used to train foundation models or any general-purpose models offered to other customers. On Enterprise plans, your data never reaches our infrastructure at all.
Enterprise Encryption Controls
All plans include encryption in transit and at rest. Enterprise deployments add stricter isolation and infrastructure-level control paths.
Enterprise Key Control (BYOK)
Enterprise customers can maintain full control over encryption keys where their deployment requires it.
More Coming Soon
Additional security features are on the way.
Spend more time on science, less on data prep
Join researchers and engineers working across advanced manufacturing, without the data headaches.
Starting with Battery AI and Materials Characterization. Expanding to full Process AI and statistical process control (SPC) as we scale.