EV

Cell-health prediction during assembly.

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🔒 Local-First Architecture 📋 SOC 2 Type II Aligned ⚡ Hybrid AI (Local + API) 🛡️ Zero External Data Exposure

The Problem

Why this matters for EV

Our Approach

How Aria solves this

Cell-health prediction during assembly.

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Categorization accuracy achieved via hybrid architecture
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Billable hours recovered per month during peak season
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Client data points transmitted to external servers
Verified ROI

Eliminate fire-risk cells early.

Hybrid Architecture

Technology profile

Aria's hybrid approach combines locally-hosted models for sensitive data with targeted cloud API calls only where necessary — maximizing performance while eliminating unnecessary data exposure.

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Nemotron

Runs entirely on your local infrastructure

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Charge-Logic

Processes incoming data securely

Implementation Architecture

How it works — phase by phase

Every Aria deployment follows a structured, transparent implementation process.

Security & Compliance

Your data never leaves your network

Data Sovereignty Guarantee

Engagement Timeline

Structured rollout phases

Minimal disruption. Maximum confidence before full production handoff.

Next Step

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for your organization?

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