Blog

Grid intelligence, decoded

Technical deep dives, industry analysis, and company updates from the GridMind team.

Technical Deep Dive

How Transformer Models Are Revolutionizing Grid Demand Forecasting

We explore how attention mechanisms in our temporal transformer architecture capture long-range dependencies in grid telemetry that traditional time-series models fundamentally miss.

May 12, 2025Read →
Compliance

CSRD Article 8: What Energy Operators Need to Know in 2025

The Corporate Sustainability Reporting Directive is reshaping energy compliance. We break down exactly what Article 8 requires and how AI can automate the reporting burden.

May 5, 2025Read →
Engineering

Sub-50ms Inference: How We Tuned TensorRT for Grid-Scale Deployment

A technical walkthrough of our GPU inference optimization pipeline — from PyTorch training to TensorRT production deployment with ONNX Runtime at substation level.

Apr 28, 2025Read →
Research

Federated Learning in Critical Infrastructure: Privacy Without Compromise

How we designed a federated learning architecture that lets 17 utility networks share intelligence without ever exposing raw grid data across organizational boundaries.

Apr 18, 2025Read →
Industry Analysis

The Renewable Curtailment Problem — And How AI Solves It

320 TWh of clean energy was wasted globally in 2024 due to poor grid timing. We analyze the root causes and present data on how predictive optimization changes the economics.

Apr 10, 2025Read →
Company News

GridMind Raises $40M Series B to Accelerate Global Grid Deployment

We're announcing our Series B led by Breakthrough Energy Ventures. This capital accelerates our R&D roadmap and expansion into European and Asia-Pacific markets.

Mar 28, 2025Read →