Battery Quality Analytics Platform

Our customers ship hundreds of millions of cells a year. We're the platform that tells them which ones to worry about.

Smart sampling. Supplier trend monitoring. Cycle life prediction. All from your existing test equipment. Built by battery engineers, for battery engineers.

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M+ cells shipped annually through customer programs

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% cycle life prediction accuracy from just 50 cycles

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× faster quality control decisions vs. manual analysis

NEW ARTICLE

Vibes versus Data: When to rely on intuition and when to rely on data Read the article

Three Ways to Ensure Battery Quality

Incoming Quality Control

For Product Companies

Test and qualify battery cells before pack assembly. Predict performance from supplier formation data and avoid costly field failures.

  • Smart sampling across incoming cell shipments
  • Independent data to verify supplier grades and specs
  • Supplier trend monitoring across lots and chemistries
  • Warranty risk reduction with data, not hope

Manufacturing Quality Control

For Battery Production Lines

Optimize formation, grading, and EOL testing. Predict final performance during formation to reduce grading time and improve yield.

  • Formation process optimization
  • Automated cell grading
  • EOL test automation
  • Yield improvement analytics

R&D Test Optimization

For Development Labs

Accelerate battery development from prototype to production. Manage test data across multiple cyclers and predict scale-up challenges early.

  • Multi-cycler data integration
  • Prototype characterization
  • Scale-up risk prediction
  • Recipe optimization tools

Measurable Business Impact

Proven ROI that justifies investment and drives competitive advantage

85%
Faster Testing & Validation
Reduce cycle life testing from 1000+ cycles to just 50 cycles with 99.7% accuracy. Cut months from product development timelines.
Business Impact: Accelerate time-to-market, reduce R&D costs, beat competitors to launch
$2M+
Annual Cost Savings
Catch supplier variability at incoming inspection before it reaches your production line. Claim refunds on non-conforming batches with independent evidence. Scale quality operations without proportionally scaling headcount.
Business Impact: Reduced warranty costs, supplier accountability, headcount efficiency as you scale
90%
Engineering Time Savings
Automate data analysis workflows that previously took weeks. Free engineers to focus on innovation instead of spreadsheets.
Business Impact: Higher team productivity, faster decision-making, better resource allocation

Why Engineering Managers Choose Micantis

Risk Reduction: Predict failures before production, ensure quality compliance, protect brand reputation
Scalability: Scale quality without scaling headcount. The data infrastructure that makes your operation smarter as volume grows — not just bigger
Supplier Leverage: Independent incoming data gives you the evidence to hold suppliers accountable, verify cell grades, claim refunds for non-conforming batches, and negotiate from strength — not hope
Executive Reporting: Automated dashboards and reports that keep leadership informed without manual work
Operational Excellence: Standardize processes across teams, reduce variability, ensure consistent quality
Team Satisfaction: Eliminate tedious manual work, empower engineers with better tools, improve retention

See Micantis in Action

Automated Data Management

Seamless data integration from all your test equipment with intelligent processing.

  • Automatic uploads from cycle testers and safety equipment
  • Metadata extraction links data to cell/pack entities
  • Signal extraction processes data automatically on import
  • Image classifier associates safety test photos
  • Complex reports generated with just clicks
Signal Extraction Feature

Advanced Analysis Tools

Graphs and analysis tools designed specifically for battery data.

  • HPPC, EIS, cycle life analysis
  • dQ/dV and DCIR calculations
  • Compare cell or process data
Advanced Analysis

Real-Time Test Management

Near-real-time updates of equipment status and test lab monitoring.

  • Equipment status dashboard
  • Test progress tracking
  • Automated alerts on failures
Test Management

Discover Everything Micantis Can Do

From automated data import to AI predictions, explore our complete platform capabilities

Explore All Features

Enterprise-Grade Platform

Developer APIs & Data Science Tools

Get started in seconds with our Python SDK and Jupyter notebook integration.

pip install micantis
  • Simple Integration: Import and start analyzing battery data immediately
  • Jupyter Native: Works seamlessly in notebooks with built-in visualizations
  • Pandas Compatible: Direct DataFrame integration for data science workflows
  • Async Support: High-performance async/await for large-scale analysis
  • Rich Documentation: Comprehensive guides and examples at pypi.org/project/micantis
import micantis

# Connect and analyze
client = micantis.Client()
cells = client.get_cells(chemistry="NMC")
predictions = client.predict_cycle_life(cells)

# Instant visualization
predictions.plot()

Enterprise Resilience & High Availability

Scale confidently with our Enterprise tier featuring Azure's premium infrastructure and disaster recovery capabilities.

Enterprise Tier
  • Multi-Zone Redundancy: Deploy across Azure Availability Zones for 99.99% uptime SLA
  • Geo-Redundant Storage: Automatic cross-region replication with 16 nines durability
  • Premium Database Tier: Azure SQL Database with automatic failover groups and global read replicas
  • Enhanced Recovery: Point-in-time restore up to 35 days with cross-region backup
  • Global Distribution: Active geo-replication for worldwide low-latency access
  • Advanced Protection: DDoS Protection Standard and threat detection
  • Dedicated Support: 24/7 monitoring with priority incident response
  • Custom SLAs: Tailored service level agreements for your requirements
99.99%
Uptime SLA
< 10s
RTO
< 1min
RPO

The only commercial platform purpose-built for battery incoming quality at scale.

Product companies use Micantis to build independent visibility into their battery supply chain — from smart sampling programs on incoming cells to longitudinal supplier monitoring across every lot and chemistry. No other commercial product provides this at the scale of hundreds of millions of cells shipped per year.

"The only realistic alternative to navigating terabytes of excel sheet data"

Gabriel Torres, Sionic Energy

See what your battery supply chain looks like with data.

Book a 30-minute risk assessment. We'll show you where your exposure is and what a smart sampling program looks like for your operation.

Book a Risk Assessment Explore Use Cases