BESS AI Governance Services
ISO 42001 certification and continuous drift monitoring for the AI inside battery energy storage systems; built for manufacturers, utilities, data centers, and industrial deployers.
0
lithium-ion BESS manufacturers certified to ISO 42001 for the AI in their battery management systems.
Tesla Energy, CATL, BYD, Sungrow, Fluence, Ford Energy — none certified
No utility certified for AI dispatch, thermal & fault decisions
No data center operator has published certification
Every modern BESS product runs on AI. None of it is certified.
No lithium-ion BESS manufacturer is certified
Tesla Energy, CATL, BYD, Sungrow, Fluence, and Ford Energy hold no ISO 42001 certification for the AI embedded in their BMS.
No utility has certified its dispatch AI
EEI and NARUC guidance exists — but guidance is not certification, and it does not satisfy NERC CIP, NIST, or TRAIGA obligations.
No operator has published certification
As BESS moves from backup power to core grid infrastructure, the compliance gap is both unaddressed and growing.
A staged path from gap analysis to certified, defensible AI governance.
Three engagement tiers plus continuous monitoring — start with a readiness assessment and scale to full ISO 42001 certification and regulatory positioning.
BESS AI Readiness Assessment
Gap analysis against ISO 42001. We identify every AI system in your BESS product or deployment, map your obligations, and deliver a prioritized remediation roadmap.
Sampling of Deliverables
* AI system inventory. Full catalogue of all AI/ML components in BMS, dispatch, thermal, and fault detection systems.
* Regulatory context map. NERC CIP supply chain, NIST AI RMF Critical Infrastructure Profile, Texas TRAIGA, California CPUC, and state PUC obligations by market.
* ISO 42001 gap report. Clause-by-clause assessment against all 38 Annex A controls.
* Risk register draft. Preliminary identification of high-risk AI decision points.
* Drift exposure assessment. Specific BMS drift vectors and detection gaps.
* Certification roadmap. Phased timeline to full ISO 42001 certification with resource requirements.
★ Core Engagement
Full AIMS development, documentation, Stage 1 and Stage 2 audits, nonconformity resolution, and certification. The first BESS company to carry this certification owns a first-mover advantage in every regulated market.
Sampling of Deliverables
* AI Management System (AIMS). Full policy, procedure, and governance framework suite aligned to ISO 42001.
* AI risk register. Complete register covering all BMS AI systems, decision points, and failure modes.
* Data governance framework. Training data lineage, quality controls, representativeness documentation.
* Human oversight procedures. Documented escalation paths for each high-risk AI decision category.
* Incident response protocol. AI-specific incident detection, classification, and response playbook.
* Model revalidation schedule. Documented cadence and criteria for BMS model review and update.
* Stage 1 & Stage 2 audit reports. Documentation readiness plus implementation evidence and conformity findings.
* Nonconformity resolution log. Tracked remediation of all findings with closure evidence.
* ISO 42001 certificate. Issued by an accredited certification body upon successful completion.
Turns certification into commercial leverage
Cross-jurisdiction compliance positioning, a customer-facing governance narrative, RFP qualification documentation, and Congressional / Parliamentary advisory access.
* Jurisdiction compliance matrix. Maps ISO 42001 controls to NERC CIP, NIST AI RMF Critical Infrastructure Profile, Texas TRAIGA, California CPUC ESRB-13, FERC obligations, and the EU AI Act for clients with international exposure.
* Customer-facing governance narrative. Plain-language documentation package for utility and data center procurement teams.
* RFP qualification template library. Pre-written draft responses to AI governance questions in utility and federal procurement RFPs.
* Board governance brief. Board-ready AI risk and governance summary for annual reporting.
State-of-charge estimation
Accuracy vs. ground truth
Thermal model
Prediction drift vs measured outcomes
Dispatch optimization
Decision quality vs optimal benchmark
Fault detection
Sensitivity & specificity over time
Predictive maintenance
Model calibration tracking
Cell degradation prediction
Distribution shift in cell telemetry
Be the first BESS company to certify.
Every engagement begins with a BESS AI Readiness Assessment — a gap analysis against ISO 42001 and a prioritized roadmap to certification. Let's map your exposure.