SIFT IS FOR TELEMETRY

Precision data visualization
& exploration

A platform that lets you understand your hardware like never before. Unify your telemetry into a single source of truth.

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Develop

01
Root Cause Analysis
Ci/Cd Orchestration
Simulation Analysis

Validate

02
Manufacturing Monitoring
Mes Data Enrichment
Automated Compliance Reporting

Operate

03
Real-Time Monitoring
Fleet Orchestration
Life Cycle Management
UNIFY DATA ACROSS THE HARDWARE LIFECYCLE

A modern software platform for developing, validating, and operating hardware

Develop

01
Root Cause Analysis
Ci/Cd Orchestration
Simulation Analysis

Validate

02
Manufacturing Monitoring
Mes Data Enrichment
Automated Compliance Reporting

Operate

03
Real-Time Monitoring
Fleet Orchestration
Life Cycle Management
SIFT INFRA

Data infrastructure built for modern machines

Making and operating complex machines means vast amounts of telemetry data. Build with infrastructure made for high-rate, high-cardinality hardware telemetry. Sift scales with you.

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Sift Explore

Never miss a signal

Explore data at sub-nanosecond precision to identify and root cause anomalies.

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SIFT Reports

Test hardware like software

Automate verification and validation for real-world hardware data by embedding automated tests in a CI/CD pipeline.

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Sift is for those who build machines without limits

The data problem no one solved

Sift co-founder and CTO Austin Spiegel joins the BUILT Leaders podcast to discuss why hardware telemetry has lagged decades behind software observability — and how lessons from SpaceX and Riot Games shaped Sift's product, team, and culture.
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Tracking Orion around the Moon with Sift

Follow NASA’s Artemis II mission beyond low Earth orbit through real telemetry—visualized in Sift to reveal how Orion’s journey unfolds in data.
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Fast Company: Inside the SpaceX founder factory

An inside look at how SpaceX’s engineering culture is spawning a new generation of founders tackling hard, real-world problems across industries.
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CI/CD for hardware: enabling rapid development, testing, and scaling

As hardware evolves, the data and logic to validate it gets left behind – except with Sift.
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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.
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Machines Without Limits: Announcing the Sift 2026 Winter Release

From test stands to orbit, this release extends Sift across the full hardware lifecycle.
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Sift joins the NVIDIA Inception program

Accelerating development of tools for automated anomaly detection using NVIDIA’s AI frameworks.
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Sift + Palantir | From anomaly to root cause in seconds

How we cut hardware fault triage from hours to seconds by connecting Sift's real-time detection with Palantir Foundry + AIP
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Inside the airgap: how Sift powers mission-critical operations

When the race back to space is a natsec priority, offering on-prem deployments to support airgapped environments is not a “nice-to-have.” It’s table stakes.
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Voxel Energy + Sift

Energy infrastructure for the next generation of compute
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From SpaceX to the Pentagon: Building the "Big Six"

How Sift supports the technologies of tomorrow's warfighters.
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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.