AI-Powered Intelligence

AI Analytics

From supply chain traceability to FEOC compliance, our AI Analytics platform delivers end-to-end intelligence for American battery energy storage systems — ensuring every component, every cell, and every decision is backed by data.

Full Traceability. From Mine to Module.

Our AI Analytics platform tracks every battery component through the entire supply chain, creating an immutable digital record from raw material sourcing to final system deployment.

Raw Material Origin Tracking

Trace lithium, cobalt, nickel, and graphite sources to certified mines and refineries with full chain-of-custody documentation.

Component-Level Genealogy

Every cathode, anode, separator, and electrolyte batch is digitally linked to its source, manufacturing lot, and quality data.

Cell-to-Pack Mapping

Know exactly which cells are in which modules and packs, enabling targeted recalls and precision quality management.

Supplier Risk Scoring

AI-driven risk assessment of suppliers based on geopolitical exposure, quality history, delivery performance, and compliance status.

Mining
Refining
Cell Mfg
Pack Assembly
Deployed

FEOC Compliance for American BESS

The Inflation Reduction Act's Foreign Entity of Concern (FEOC) requirements demand rigorous supply chain documentation. Our AI Analytics platform automates FEOC compliance so your battery systems qualify for full IRA tax credits.

01

Critical Mineral Tracking

Automated verification that lithium, cobalt, nickel, manganese, and graphite are sourced from non-FEOC entities with full extraction-to-cathode documentation.

02

Component Origin Verification

AI-powered classification of every battery component's manufacturing origin, ownership structure, and corporate control chain to verify non-FEOC status.

03

IRA Credit Qualification

Automated reporting that maps your battery bill-of-materials against IRA Section 30D and 45X requirements, maximizing eligible tax credits for your BESS deployments.

04

Audit-Ready Documentation

Continuous generation of compliance documentation packages ready for IRS audit, DOE review, or investor due diligence with complete chain-of-custody records.

05

Supplier Compliance Monitoring

Real-time monitoring of supplier FEOC status changes including ownership transfers, joint ventures, and government subsidy relationships that may impact compliance.

06

Alternative Sourcing Engine

When a supplier's FEOC status changes, our AI recommends qualified alternative suppliers with pre-verified compliance status to minimize supply chain disruption.

Know Before It Happens

Our AI models analyze billions of data points from deployed battery systems to predict failures, optimize performance, and extend asset life across your entire fleet.

Health Degradation Forecasting

Machine learning models predict State of Health (SOH) trajectory for every cell, module, and pack with 95%+ accuracy up to 12 months ahead.

Anomaly Detection

Real-time AI monitoring detects micro-short circuits, capacity fade anomalies, impedance drift, and thermal irregularities weeks before they become critical.

Optimal Charging Strategies

AI continuously optimizes charge/discharge profiles based on cell chemistry, temperature, usage patterns, and grid demand signals to maximize cycle life.

Remaining Useful Life (RUL)

Probabilistic models estimate remaining useful life under various operating scenarios, enabling informed warranty, replacement, and second-life decisions.

Warranty Analytics

Track warranty exposure in real-time across your fleet. AI identifies units at risk of warranty claims and recommends preventive actions to reduce total cost of ownership.

Performance Benchmarking

Compare system performance against fleet averages, manufacturer specs, and industry baselines to identify underperformers and optimize O&M spending.

One Platform. Every Scale.

Whether you manage 100 residential batteries or a 500 MWh utility portfolio, our AI Analytics platform provides unified visibility and intelligence at every scale.

Residential

  • Individual home battery monitoring
  • Solar + storage optimization
  • Time-of-use arbitrage AI
  • Homeowner dashboard & alerts
  • Virtual power plant aggregation
  • Grid services participation

Utility Scale

  • GWh-scale fleet management
  • Frequency regulation AI
  • Capacity market optimization
  • Interconnection compliance
  • Augmentation planning models
  • Long-duration dispatch strategy
AUTO-GENERATED FEOC Compliance Report
Critical MineralsPASS
Component OriginPASS
Assembly LocationPASS
Ownership ChainPASS
IRA 45X EligibleYES
IRA 30D EligibleYES

Compliance Reports. On Demand.

Generate audit-ready compliance documentation with a single click. Our AI compiles supply chain data, FEOC verification, and regulatory mappings into structured reports for IRS audits, investor due diligence, and DOE program requirements.

IRA Tax Credit Reports

Automated 30D and 45X qualification reports mapping your BOM against FEOC requirements.

ESG & Sustainability Reports

Carbon footprint tracking, responsible sourcing documentation, and lifecycle analysis per battery system.

Safety & Performance Reports

Fleet health dashboards, incident reports, and predictive maintenance schedules for operational teams.

Ready to See AI Analytics in Action?

Schedule a demo to see how our platform delivers supply chain traceability, FEOC compliance, and predictive intelligence for your battery fleet.

Request a Demo