ThresholdIQ

ThresholdIQ is a lightweight, no-code KPI monitoring platform designed to help teams quickly identify critical and warning threshold breaches across operational data. Many organizations rely on spreadsheets or manual review processes to monitor performance metrics. This approach is time-consuming, error-prone, and makes it difficult to detect trends early. ThresholdIQ simplifies this process. Users can upload datasets in multiple formats — including CSV, JSON, XML, Google Sheets, or even copy-pasted tables — and instantly visualize how metrics evolve over time. The platform classifies values into Normal, Warning, and Critical ranges based on defined thresholds and presents them in a clear, trend-focused dashboard. Key Capabilities: Multi-format data ingestion (CSV, XML, JSON, Sheets, table paste) Critical vs Warning trend visualization over time No coding or complex BI setup required Immediate insights without manual scanning Lightweight and easy to use ThresholdIQ is ideal for: Operations monitoring KPI tracking Compliance and risk analysis Performance trend analysis Features Automatic anomaly detection across 9 ML methods — no threshold configuration needed Multivariate incident grouping — correlates alerts across metrics into named incidents (voltage sag, meter fault, PF degradation, service degradation, and more) Domain-aware classification — automatically recognises AMI, oil and gas, water metering, DevOps, HVAC, and financial datasets Hybrid severity scoring — combines z-score analysis with physical domain rules, so a 41V voltage drop is always Emergency regardless of window size Alert deduplication — 5 alerts across a 7-hour window become one incident with duration and occurrence count 100% client-side processing — your data is processed in the browser and never stored or transmitted Export to CSV, PDF, and email — incident reports ready for operations teams, management, or compliance Works on any structured file — Excel, CSV, JSON, XML, up to 100,000 rows No installation, no account required to try — results in under 60 seconds Teams that need fast visibility without enterprise BI complexity The goal is simple: help users detect issues earlier, act faster, and eliminate hours of manual spreadsheet review.