Maintain clarity in every mission

Monitor systems in real time, detect anomalies early, and sustain operational reliability at scale.
SIFT IS FOR TELEMETRY

See every signal.
Predict issues early. 
Maintain peak performance.

Launch is just the beginning. Keeping systems reliable means seeing every signal in real time—before small deviations become costly failures.

Sift connects operational telemetry across assets, enabling predictive maintenance, faster diagnostics, and continuous improvement.

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Real-Time System Health

Monitor key signals and KPIs across deployed assets continuously.

Predictive Maintenance Alerts

Detect early warning patterns before faults cause downtime.

Fleet-Wide Observability

Aggregate telemetry from distributed systems in one secure view.

Event Replay Diagnostics

Reconstruct anomalies frame by frame to identify exact failure sequences.
Sift Infra

Data infrastructure built for modern machines

Store, stream, and query high-cardinality, high-frequency telemetry at scale with secure, low-latency performance built for modern hardware.
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Data sources

Store and stream more than 10 heterogeneous data formats, including DOUBLE, STRING, ENUM, BIT_FIELD, BOOL, FLOAT, BYTES, INT_64, CH10, and more.

Real-time ingestion

Scalable, low-latency ingestion without data duplication.

Infra feature

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Sift Explore

Precision data visualization and exploration

Visualize and analyze live sensor data with millisecond accuracy, enabling faster root-cause discovery and performance optimization.
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Explore feature

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Explore feature

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Explore feature

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Sift Reports

Validation across the entire hardware lifecycle

Automate test summaries, compliance logs, and performance reports with full traceability from design through deployment.
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Automated rule evaluation

Let Sift streamline data review for you, so your team spends less time finding the problem and more time building it better.

One-click certification report generation

Generate certification reports instantly, ensuring compliance and clear traceability across all data reviews.

Role-based access controls (RBAC)

Easy to share data, insights, and annotations across teams, all with precise RBACs to ensure that your data is only shared with those with need-to-know.

It’s rare to find a tool that works out of the box for something as complex as high-frequency data analysis. Sift has exceeded our expectations.

Matthew perkinsengineering
lead, astro mechanica

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Learn more about the Sift platform

Infra

Unlike web applications, where failures can often be mitigated with a quick rollback, real-world hardware demands real-time decision-making.
learn More →

Explore

Unlike web applications, where failures can often be mitigated with a quick rollback, real-world hardware demands real-time decision-making.
learn More →

Reports

Unlike web applications, where failures can often be mitigated with a quick rollback, real-world hardware demands real-time decision-making.
learn More →

Never miss a signal.

Let’s talk about how Sift can streamline development, reduce risk, and accelerate certification.
Rather join a group demo? Register for our weekly demo here.