Energy

See grid and storage telemetry in real time, and reach root cause before a fault spreads.
SIFT for Energy

Live telemetry from every asset lands in one place

Consolidate telemetry from transformers, substations, inverters, and battery systems into one timeline, then catch voltage sags, harmonic distortion, and transient faults the moment they appear. Root cause surfaces across geographically dispersed assets, so crews act before a local fault spreads.

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Every asset reports to one timeline

Transformers, substations, inverters, trackers, and battery systems stream together, so load imbalances and voltage fluctuations read against each other in real time.

Anomalies surface before they become outages

Rules your team writes flag voltage sags, harmonic distortion, and transient faults the moment they appear, so response starts while the issue is still small.
Closeup Sift UI showing a test results page with pass/fail status of various phases of a hardware test.

Predictive maintenance extends asset life

Trending transformer temperature, gearbox vibration, and inverter performance catches wear early, so maintenance lands on condition and assets run longer.

One platform, from commissioning to grid-scale operations

01

Commission

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Validate BMS, PCS, and inverter behavior against spec before assets go live.
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Trace faults across battery cells, thermal systems, and power electronics.
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Stand up new sites with telemetry flowing in hours.
02

MONITOR

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Watch state-of-charge, cycle life, and thermal trends in real time.
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Surface voltage sags, harmonic distortion, and transient faults instantly.
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Localize faults across microgrids, substations, and transformers.
03

MAINTAIN

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Trend component wear to stay ahead of transformer and gearbox failure.
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Synchronize telemetry across distributed energy resources.
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Keep power flowing with condition-based maintenance.

Designed to scale with your assets and your fleet

Visualize. Validate. Operate. Evolve.

Sift replaces siloed tools and ad hoc dashboards with a mission-grade observability platform for autonomous vehicles.

Unify your telemetry

Unified telemetry, simulation, and operations data. Real-time and historical analysis at full fidelity.

Full fidelity analysis

Real-time and historical analysis at full fidelity.

Anomaly detection

Rules-based validation, automated anomaly detection

Sharing and permissions

Shareable views, annotations, and version-controlled reports

Your team ingests any energy telemetry, and deploys where you operate

Ingest your telemetry in formats like MQTT, Parquet, TDMS, and Influx Line Protocol.
Ingest your telemetry in formats like MQTT, Parquet, TDMS, and Influx Line Protocol.
Consolidate telemetry from geographically dispersed assets into one platform.
real customer achievements

The telemetry stack went live in hours, with power uninterrupted.

Critical Loop combines portable energy storage with predictive software to deliver reliable mobile power. Its team replaced an existing telemetry system in hours using Sift's Python client, and real-time insight lets engineers address hardware issues fast to keep power uninterrupted.

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Grid-independent power scales to hundreds of thousands of devices, observed in real time.

Voxel Energy delivers grid-independent, DC-native power for AI data centers, where hundreds of thousands of devices depend on real-time observability. Sift gives Voxel the system intelligence to monitor energy and compute at scale.

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Related insights

Image of a rocket launching with a text container including Sift Series B funding of $42M and funding partners overlaid on top

We Raised $42M to Replace the Legacy Tooling Hardware Engineers Still Depend On

Sift is building the observability layer for hardware, turning fragmented sensor data into real-time, AI-ready insights for mission-critical systems.
Read Full Post →

Voxel Energy + Sift

Energy infrastructure for the next generation of compute
Read Full Post →

Critical Loop Enhances Real-Time Fleet Asset Monitoring with Sift

Discover how Critical Loop uses Sift’s real-time telemetry to tackle utility grid instability and ensure reliable mobile energy delivery.
Read Full Post →

Request a demo.

Talk to our engineers about how high-performance teams use Sift to unify data across the hardware lifecycle.
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