Every startup thinks they'll build it themselves. The best ones don't.

Sift gives pre-Series A teams in aerospace, aviation, energy, and autonomy free access to production-grade observability. No infrastructure build-out required, just signal from day one.

Sift explore

Everything you need to move fast without building from scratch

Zero infrastructure distraction

Focus on building, not on maintaining a data pipeline.

Hit the ground running

Join live workshops to ingest data, wire up workflows, and perform data review on day one.

Engineers on call

Use the support desk with real tickets, not community forums.

Stop building tools. Start shipping hardware.

For too long, hardware has been slowed by manual scripts and fragmented data. The Revel × Sift stack is a system that brings the speed of a software pipeline to tomorrow’s machines.

Rule-Based Anomaly Detection

From questions to answers in minutes. Real-time observability and automated detection that surfaces precise signal, not noise.

Root Cause Analysis

Identify failure fast, minimize downtime, and reach milestones without the chaos.

Data Sharing & Collaboration

End siloed investigation. Secure roles, shared views, and structured reports keep your growing team aligned.

Reporting & Review

From questions to answers in minutes. Real-time observability and automated detection that surfaces precise signal, not noise.

Frequently Asked Questions

Medical

Pre-Series A companies backed by an accelerator, incubator, or venture firm. Proof of funding is required during application.

Can I extend the program past 12 months?

Graduated pricing tiers are available for companies that transition out of the program.

Why is Sift offering a discount for startups?

We're betting on the teams building the hardest things. The earlier we work together, the better the product gets for everyone, including you.

Can I talk to someone 1:1 before applying?

Yes! Sift will meet with all startups to confirm eligibility and discuss their use case before submitting an application. Click here to begin.

What happens when I outgrow the startup plan?

When a company scales beyond the program limits or raises beyond Series A, we’ll transition you into a full commercial plan without losing data, rules, or workflows built during the startup program.

Ready to crush your next milestone?

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.