ActionFlux Labs

Digital Twins. Safety-Critical Systems. Physical Intelligence.

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Projects

What we're building

Battery Intelligence Platform

Physics-grounded · Edge-aware · Cloud ⇄ BMS

Reduce risk, accelerate validation, and maximize operational performance with physics-based digital twins and fleet learning.

Battery Lifecycle Intelligence
  • Hardware sizing & architecture
  • Digital validation & confidence building
  • Predictive maintenance & RUL
  • Lifecycle analytics
  • Fleet learning & continuous refinement
  • Data platform & lifecycle traceability
Closed-Loop Battery Intelligence

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

CONTINUOUS LEARNING Fleet Telemetry Lab Test Digital Twin Model
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

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