# pingthings.io > AI-optimized mirror of pingthings.io containing 13 pages totalling 7,048 words of clean markdown content, structured data, and semantic HTML. Original source: https://pingthings.io/. Last updated: 2026-06-15T09:13:38.841Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [site-root.html](/content/site-root.html) (1 words) ## Articles & Blog Posts - [problems/wildfires/index.html](/content/problems/wildfires/index.html) (1 words) - [team/index.html](/content/team/index.html) (1 words) - [capabilities/index.html](/content/capabilities/index.html) (1 words) - [careers/index.html](/content/careers/index.html) (1 words) - [Use Cases](/content/use-cases/index.html): PredictiveGrid turns the time-series data already streaming off your grid into a use-case factory. Solve the problems you have today, and build the answers to the ones the industry hasn't seen yet. (1,279 words) - [01 What this policy _covers._](/content/privacy/index.html): How PingThings handles data collected by our website. Plain-language privacy policy covering server logs, analytics, third-party services, and your rights. (1,557 words) - [4.4%](/content/problems/data-centers/index.html): AI data centers create grid dynamics at timescales SCADA cannot resolve. Utilities are absorbing the cost of a load they cannot measure or refuse. (1,097 words) - [PingThings Platform Architecture](/content/platform/index.html): The PredictiveGrid platform architecture for physical-system time-series data. (673 words) - [IBR Oscillations](/content/problems/ibr/index.html): Solar, wind, and batteries are destabilizing grids at frequencies SCADA cannot resolve. A European grid collapsed in 90 seconds. (1,167 words) - [Aging in the Dark](/content/problems/aging-in-the-dark/index.html): 70% of power transformers are 25+ years old. The grid is not just old, it is blind to how it is failing. The degradation signatures that predict failure are invisible to SCADA. (841 words) - [Why It's Invisible](/content/problems/index.html): Today's grid problems are invisible to SCADA. The threats are faster than the instruments most utilities run on, and the cost is already being paid. (401 words) - [Contact ยท PingThings](/content/contact/index.html): Get in touch with PingThings. Tell us what you're trying to solve and we'll show you the closest customer deployment. (28 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives