Machine development demands data. Constant, real-time information that gives the engineers continuous and accurate feedback. So instead of trial and error, it's trial and measure. Learn. Improve. Progress.
Building a telemetry system to do this is essential. For mission-critical machines helping people, the planet, our universe - it's a beacon. But it's also a barrier. It's expensive. It's complicated and it's fraught with risk. The thrill of success is often tempered by the fear of failure.
Sift puts power back into the hands of machine creators. With a software stack built by people who have literally put rockets into orbit - it's a system that rejects old thinking and outdated paradigms. Sift doesn't just handle telemetry, it makes it work harder. It allows machine creators to use data in ways they never imagined. Engineers and innovators can reach their goals faster.
Companies can scale up larger. All in ways that are simpler, smarter, and more secure.
Sift is real-time. It's now. It's no longer about what's necessary. It's about what's possible.
Highlights
Sift is the first observability stack for hardware sensor data
Maximize your resources with forward-thinking infrastructure
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing is based on the duration and terms of your contract with the vendor, and additional usage. You pay upfront or in installments according to your contract terms with the vendor. This entitles you to a specified quantity of use for the contract duration. Usage-based pricing is in effect for overages or additional usage not covered in the contract. These charges are applied on top of the contract price. If you choose not to renew or replace your contract before the contract end date, access to your entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
The Sift Platform API provides comprehensive access to Sift's suite of tools and services, enabling seamless integration with your applications. This API allows users to manage and analyze data, automate processes, and leverage Sift's advanced algorithms to enhance operational efficiency. With robust security measures and scalable performance, the Sift Platform API is designed to support complex business operations and drive innovative solutions. Key features include data management, real-time analytics, automated workflows, and secure data exchange.
You buy Sift as a contract with two pricing dimensions. The Sift Platform unit covers access to the telemetry platform, including data ingestion, storage, analysis, automated review, and secure data exchange. This forms the base of your commitment. The Usage_API unit charges for additional usage beyond what your contract includes. It scales with how much API activity you draw. Together, the base platform commitment and the metered usage add-on let your spend grow as you add sensors, test stands, or vehicles to the platform.
Top-of-mind questions for buyers
What counts toward Usage_API charges beyond my base platform commitment?
Usage_API meters activity you draw through the platform's programmatic interfaces. You can work with the platform through REST or gRPC, plus client libraries for common languages. Charges apply when your API activity goes past what your base contract includes. This covers actions like ingestion, export, and analysis run through code.
Which dimension drives most of my bill — the platform commitment or API usage?
The Sift Platform unit sets your base spend for platform access, storage, and analysis. The Usage_API charge adds on only when activity passes your included amount. Both appear on the same invoice. Usage_API grows as you add sensors, test stands, or vehicles that push more telemetry through the platform.
Does my bill change as my telemetry volume and fleet grow?
The platform separates compute and storage so each scales independently. Object-based storage keeps costs planned rather than climbing sharply as data grows. Your base platform commitment stays fixed, while Usage_API charges rise if activity passes your included amount. Adding assets and channels increases usage that can reach that threshold.
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Email support services are available from Monday to Friday. support@siftsack.com
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Sift is the AI-powered fraud platform delivering identity trust for leading global businesses. Our deep investments in machine learning and user identity, a data network scoring 1 trillion events per year, and a commitment to long-term customer success empower more than 700 customers to grow fearlessly. Brands including Hertz, Yelp, and Poshmark rely on Sift to unlock growth and deliver seamless consumer experiences.
Learn to identify, analyze, and respond to attacks on Linux platforms and use threat hunting techniques to find stealthy attackers who bypass existing controls. Covers disk and memory analysis, log investigation, EDR deployment, timeline creation, and advanced techniques for tracking adversary activity across Linux enterprise environments.
I like the easy-to-use interface and the ease of navigation. I certainly value the directory as it is organized and thorough regarding employee information, and it's very easy to use. It's a lifesaver to have Sift when there's so many different employees and departments that I'm interacting with constantly. It takes the guesswork out of who a supervisor is for any given department and helps get an idea of what a certain individual looks like through their profile picture. It also gives me access to their contact information, so I can readily communicate with colleagues on any number of projects. It gives myself a platform for other people to reach out to me.
What do you dislike about the product?
I'd like there to be some flexibility in employee profiles with what you can provide for other colleagues too. I also wish Sift had different forms of communication, like a designated dialer that can connect calls to external software we use.
What problems is the product solving and how is that benefiting you?
I find Sift takes the guesswork out of identifying supervisors, helps me recognize individuals via profile pictures, and gives me access to contact information for easy communication with colleagues.
Chamika D.
Easy-to-Navigate Org Chart That Just Works
Reviewed on Aug 07, 2026
Review provided by G2
What do you like best about the product?
The org chart and the ability to easily navigate through that
What do you dislike about the product?
The people search has to be exact word search
What problems is the product solving and how is that benefiting you?
It's easy to find people within the orgranisation and their skills
Information Technology and Services
Best-in-Class Organization Chart for Tracking Company Structure
Reviewed on Aug 07, 2026
Review provided by G2
What do you like best about the product?
The organization chart is the most useful tool to keep track of the organization structure. It suceeds where most other tools fails.
What do you dislike about the product?
There is nothing I dislike in particular, but profiles could use some customizable sections.
What problems is the product solving and how is that benefiting you?
From the point of view of the employee, it helps keeping a clear view of the organization structure. Especially in times of high turnover.
Information Technology and Services
Organization Chart Makes Company Structure Crystal Clear
Reviewed on Aug 07, 2026
Review provided by G2
What do you like best about the product?
The organization char is the most useful tool from the employee perspective. It helps having a clear understand of the organization structure where other tools usually fail.
What do you dislike about the product?
There is nothing I dislike in particular, although I think the profile could be more useful if it presented customizable sections.
What problems is the product solving and how is that benefiting you?
It offers clear understanding of the current organization structure. Especially in periods with high turnover.
Marissa E.
All Teammate Info in One Place—Accessible and Easy to Navigate
Reviewed on Aug 04, 2026
Review provided by G2
What do you like best about the product?
It combines all the information about a teammate and makes it accessible and easy to navigate.
What do you dislike about the product?
doesnt list birthdays - the phone app is hard to naviagte
What problems is the product solving and how is that benefiting you?
allows me to easily see which team member works in what role which is important to my job