Top Distributed Systems Startups in 2027

Building for the cloud is easy. Building for the edge is still way harder than it should be. Source is changing that. We're building the data management stack for edge-first software — as simple and intuitive as the best cloud tooling, with data sovereignty baked in from the start. The edge era is here. We're building the infrastructure it runs on.

Swoop is building a secure, distributed operating system, allowing our customers to securely harness their data and construct a programmable, autonomous edge. The edge is where digital rubber meets the real-world road. Where data is produced, consumed, or networked to accomplish an objective. It is covered in assets -- chips, memory, networking interfaces -- that comprise a distributed computing platform. The edge is strategically important and asset-rich. Swoop is helping unlock its potential, so that search and analysis no longer end simply with incremental insights or neatly organized search results, but with autonomous action directly at the edge. Swoop's technology has been deployed in some of the world's most sophisticated environments. Our team is purposeful in directing our technology toward solving important problems. We are building for a future where advancements in critical infrastructure, smart grids, supply chains, and manufacturing are programmed into existing systems -- rapidly, adaptive, and economically feasible.

Our mission is to make AI trustworthy for all enterprises. We’re building a new kind of ML platform to help enterprises accelerate their adoption of AI by building responsible systems with trust, visibility, and insights built-in.

DFINITY is reimagining the Internet as a public network that hosts secure software and services. The Internet Computer is a new technology stack that is unhackable, fast, scales to billions of users around the world, and supports a new kind of autonomous software that promises to reverse Big Tech’s monopolization of the internet. DFINITY was founded in 2016 by Dominic Williams and is backed by top-tier institutions including Polychain Capital and Andreessen Horowitz.

We are Aiven—a cloud technology startup launched in 2016. We create managed cloud services from the best open source technologies that take the infrastructure worries away from our customers. Our products are used daily by hundreds of customers across the globe to power their next-gen event streaming and analytics applications with more joining every single day. Backed by Europe's leading investors, we’re now looking for top talent to join us in our headquarters in Helsinki and our new offices in Boston, Berlin and Sydney.

Awiros is a Series A–funded deep-tech organization (~$7M raised) building the world’s first app-based Operating System for Computer Vision. Founded in 2015, we enable developers and enterprises to build, deploy, and scale cutting-edge AI-powered applications with speed and efficiency. Our platform is built for real-time video/image inference, distributed processing, and high-throughput data handling — powered by tools like TensorFlow, Kubernetes, Kafka, and ElasticSearch. Behind it is a stellar team of researchers and engineers, focused on bringing the latest in Deep Learning and AI research to real-world applications. At Awiros, we are not just shaping the future of Computer Vision — we're making it accessible to everyone.

Tangram Pro is a game-changing capability for digital engineering. By automating software integration processes that are currently manual and labor-intensive, our tool reduces the time and skill-level needed to produce testing data, documentation and certification, getting capabilities from concept to warfighter at a pace that is relevant and responsive. ~~~~~~~~~ With a name and lineage like Galois (our parent company), our family tree is one of the most respected in the field. Good genes run deep. Galois’s distinguished reputation in cryptography, hardware and software assurance, and formal methods are at our disposal and we’re taking what they’ve uncovered in their research and providing it to the world. Our reputation and track record has attracted the world’s top defense companies and leaders spanning multiple industries. We apply rigidity in order to safeguard inventing for the future.

Arize AI was started by building on an insight from our own experiences as data scientists, engineers and product leaders. We are a team of people extremely passionate about the potential of AI and Machine Learning. We're building the platform to watch, troubleshoot, explain and provide guardrails on AI, as it is deployed into the real world. Check out some articles about Arize! 1. Techcrunch Launch: techcrunch.com/2020/02/18/tubemogul-execs-launch-arize-ai-for-ai-troublehsooting 2. Why We Exist: medium.com/@arizeai/why-we-exist-df95d90dcf7e 3. Why our VCs backed us: medium.com/trinity-ventures/why-we-invested-in-arize-ai-repeat-trinity-entrep…

Archangel Imaging makes AI accessible in remote areas to save lives, animals and fight crimes. Our vision is to enable human + machine teaming in the real world. Our standalone cameras, with the latest on-device AI and communications technology, can detect targets and send near real-time alerts to the right people. Our software app then allows humans, AI, space assets, robots, drones and IoT sensors to work together as part of a combined team in complex missions. Together we go above and beyond to maximise the impact for our users and solve the modern world's challenging problems. We have worked on World Record projects and have developed unique machine vision payloads featured at AIConic award 2019 (winner of AI for Good category), BT Augmented Intelligence 2018 (winner), Dubai’s Robotics for Good award in 2017 (finalist) and at Innovate 2017 exhibition. Interested in joining our team? Check our vacancies at archangelgroup.breezy.hr

Munch is the developer of the Brainwave Interference Protocol, a cryptocurrency designed to regulate a planetarily-correct evolution of the constructive and destructive communication cycles that build up and break down the planet and its life by incentivizing phasic alignment between a life's brainwaves and the ionospheric or "Schumann" resonance.