Building for 
tomorrow is hard. We make it easy.

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Forward Deployed Engineering

Engineering success is about more than great tools—it's about partnership. Sift's team brings hard-won experience from developing and deploying mission-critical systems at companies like SpaceX, where mistakes aren't an option. This expertise becomes your advantage.

When you work with Sift, our Forward Deployed Engineers become an extension of your team. We're there in the trenches, helping solve your specific challenges—whether that's processing telemetry from thousands of sensors, handling high-frequency data streams, or scaling your testing infrastructure.

What This Means for You

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Get systems into production faster with expert guidance

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Build data pipelines perfectly tuned to your hardware

Scale confidently with engineering support that grows with you

From Prototype to Mission Launch

Our team embeds with your team to drive rapid adoption, proactive support, and tailored solutions for your unique needs. Our deep experience with modern machines help you build and improve your data workflows.

Fast and Efficient Setup & Integrations

CI/CD Pipeline Configuration

24/7 System Monitoring

Issue Resolution Before Impact

Real-Time Troubleshooting Support

Maximize Uptime

Custom Data Pipelines

Operational Optimization

Performance-Tuned for Unique Needs

Seamless Scaling for Data Loads

Supporting New Data Sources

AI-Driven Workflow Integration

Ongoing Training and Knowledge Transfer

Innovation Needs an Expert Co-Pilot

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Battle-Tested Experience:

Our engineers have solved these challenges at companies like SpaceX—where complex hardware, massive data streams, and zero margin for error are daily realities. This hands-on experience translates directly to your toughest engineering problems.

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True Engineering Partnership:

We don't drop tools and disappear. Sift's engineers work alongside your team, understanding your systems deeply and helping solve problems as they emerge. Whether on-site or remote, we're part of your engineering ecosystem.

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Faster Time 
to Value:

Start testing and validating hardware faster. Our experience with complex testing environments means you can skip the lengthy setup phase and focus on what matters—building better systems.

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Solutions That Grow 
With You:

Every hardware system has unique demands. From prototype to production, from single test stands to distributed operations, Sift's support evolves with your engineering needs.

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Gain a top-tier team

When you choose Sift you’re gaining years of insight and hands-on experience from engineers who have honed their craft at SpaceX.

 Schedule Office Hours and Meet our Team

FAQ

What types of engineering challenges does Sift help solve?

Sift specializes in complex hardware environments where high-frequency data, real-time telemetry, and reliable testing are critical. Our expertise spans aerospace, robotics, and advanced manufacturing—anywhere precise data management and system validation are essential for success.

How quickly can teams start using Sift effectively?

Many engineering teams are up and running within a week. The exact timeline depends on your testing environment and data complexity, but our engineers work alongside your team to accelerate setup, optimize your data pipelines, and ensure you're getting maximum value from day one.

How does Sift's engineering support work?

Unlike traditional tech support, Sift's engineers become an extension of your team. We're there from initial setup through scaling and optimization, helping solve complex challenges as they arise. This means proactively identifying potential issues, optimizing systems for growth, and ensuring your infrastructure evolves with your needs.

What's the process for getting started with Sift?

Schedule a technical discussion with our team to walk through your specific challenges. We'll help you understand how Sift fits into your engineering workflow and create a plan for quick deployment. Whether you're setting up a new test environment or scaling existing operations, we'll map out clear next steps.

How do I know if Sift is right for my engineering team?

If you're dealing with complex hardware testing, high-frequency data streams, or scaling challenges in your test infrastructure, Sift can help. Common signs you need Sift include: spending too much time manually reviewing test data, struggling to scale testing operations, or needing better visibility into system performance. Our platform and engineering expertise help solve these challenges, letting your team focus on building better systems.

Build Better Systems, Faster

Complex hardware demands sophisticated testing. Whether you're launching your first test stand or scaling to hundreds, Sift's engineering team is ready to help you build more reliable systems, faster. Let's tackle your toughest data challenges together.

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