Time Series Analytics: best apps and software

Davra

Davra app uses IoT and AI to manage and analyze data from connected devices, enabling real-time monitoring and automation for improved efficiency across various industries.

EnergySequence

EnergySequence is a platform that analyzes building energy use, providing insights and recommendations to enhance efficiency and reduce costs.

Amperon

Amperon provides AI-driven energy forecasting and analytics to help utilities manage demand, optimize operations, and improve grid reliability.

Freddy

Freddy connects health and fitness data to MCP-compatible AI tools, letting you ask questions about metrics and trends in your recorded data.

Talos

Talos monitors industrial equipment, especially large transformers, using sensor data to detect anomalies, locate faults, and provide maintenance guidance before failures occur.

Control Seat

Industrial monitoring and predictive maintenance platform that combines plant data and wireless sensor readings to track machine health, detect anomalies, and support equipment investigations.

Maple

Maple is an open-source observability platform for collecting, visualizing, and analyzing traces, logs, and metrics from distributed applications.

Sift

Sift centralizes machine telemetry for monitoring, anomaly detection, performance analysis, fault investigation, and reporting across hardware systems.

Vidaya

Vidaya combines wearable, blood test, DNA, body composition, and lifestyle data to track health scores, biological age, trends, and personalized health insights.

Upciti

Helps municipalities monitor and analyze real-time data on parking, mobility, energy, environmental conditions, and public spaces, with maps, reports, and configurable alerts.

TWAICE

TWAICE analyzes battery data to monitor BESS health, safety, performance, availability, degradation, and operational issues across sites and portfolios.

Treeo

Treeo monitors company data overnight and sends morning briefings on what changed, what broke, and what is growing.

Kuntze Cloud Connect

Cloud app for monitoring Kuntze water sensors, viewing live and historical data, managing alarms and events, and exporting measurements.

Fogwing IIoT

No-code industrial IoT platform for connecting machines and sensors, monitoring data in real time, automating alerts and actions, and supporting predictive maintenance.

Fogwing Eco

Industrial air quality monitoring app that tracks pollution sensors, shows real-time data and trends, and supports alerts, reporting, and compliance.

Ecolyptus

Energy and sustainability monitoring platform that connects data sources, tracks usage and emissions, and provides analytics and reporting for multi-site operations.

AnomIQ

Real-time crypto anomaly scanner. Flags volume, taker flow and open interest that deviate from each coin's own history.

Utilified

Monitors and analyzes energy and utility use with real-time tracking and recommendations to help reduce consumption and cut costs by about 20–30%.

Titan

Titan converts GPS/LPS/optical tracking into multidirectional athlete movement analysis, providing biomechanical metrics, gait asymmetry detection, workload tracking, and integrated video/stats.

Rimba

Connects operational and time-series data, detects gaps and sends alerts, provides predictive analytics and audit‑ready compliance reports to monitor and prevent emissions violations.

FootfallCam

FootfallCam monitors and analyzes foot traffic and occupancy using sensors and cloud analytics, providing reports and dashboards for staffing, space use, queue management, and performance benchmarking.

fivenines

Collect and view metrics from Linux servers and applications in one dashboard, with real-time alerts and detailed analytics.

NovaVue

NovaVue is a cloud-based app that provides real-time energy performance metrics and reporting for buildings, helping organizations optimize energy management.

Hosted Graphite

Hosted Graphite offers cloud-based monitoring for servers and applications, allowing users to visualize metrics, set alerts, and streamline performance tracking without complex setups.

CloudForecast

CloudForecast provides daily reports to help Engineering and Finance teams monitor and optimize cloud spending, allowing quick identification of cost waste and trends.