ActionFlux Labs

Digital Twins. Safety-Critical Systems. Physical Intelligence.

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Projects

What we're building

Battery Intelligence Platform

Edge-First · Cloud Learning · Fleet Intelligence

Physics-based battery intelligence across design, validation, and fleet operations.

Lifecycle Intelligence Stack
  • Architecture & Sizing
  • Digital Validation
  • Predictive maintenance & RUL
  • Physics Lifecycle Analytics
  • Fleet Model Refinement
  • Compliance-Ready Traceability
Closed-Loop Battery Intelligence

We're actively iterating our early MVP. Open to design partners.

CLOSED-LOOP INTELLIGENCE Fleet Edge Intelligence Lab Test & Characterization Digital Twin Physics Digital Twin
In active development
How we work

Tailored to your application and mission

Every battery application is unique — from cell chemistry, mission, and operational constraints.

We work closely with your team to audit application-specific challenges and align on strategic goals. Our physics-grounded framework provides a modular foundation that integrates seamlessly with modern workflows and major toolchains.

We partner with you to evaluate requirements, targets, milestones and iteratively deploy enhanced, optimized battery intelligence for your operation.

Design partners

Become a Design Partner

Seeking design partners, strategic collaborators, and co-founders building mission-critical battery intelligence.