Hybrid computing is making an impact on how businesses manage cloud infrastructure and decentralized systems. This article introduces hybrid computing startups and offers solutions for AI cost management, multi-cloud security, analog-digital integration, and tokenized resources. It also highlights how these innovative companies address challenges like scalability, security, and cost-efficiency while advancing in AI, IoT, and beyond.
7 Hybrid Computing Startups to Watch in 2025
- DigitalEx – Hybrid Cloud Cost Management
- anabrid – Analog-Digital Hybrid Computing
- aZen Protocol – Ubiquitous Computing Decentralized Infrastructure
- ProjectX – Local and Cloud-based Computing
- Fluid – Hybrid, Multi-Cloud Solution
- enclaive – Confidential Multi-Cloud
- Alpha3 Cloud – Hybrid-Cloud Solutions
Meet 7 Hybrid Computing Startups to Watch in 2025
1. DigitalEx
- Founding Year: 2022
- Location: Pflugerville, Texas, USA
- Solution: MSP, CSP, and GSI
US-based startup DigitalEx offers an AI and hybrid cloud cost management platform. It allows businesses to manage data models, optimization engines, VMware, and Kubernetes workloads in the cloud through a unified interface. The platform also analyzes the cost per model and operation to reduce AI costs.
Further, the solution automatically detects GPUs across teams to streamline GPU spending. It also aids in cost forecasting, and budgeting, as well as cost optimization and allocation.
The platform allows managed service providers (MSPs), cloud service providers (CSPs), and global systems integrators (GSIs) to reduce AI costs and automate tasks like reporting and invoicing.
Moreover, DigitalEx partnered with Xoriant to improve enterprise FinOps adoption.
2. anabrid
- Founding Year: 2020
- Location: Berlin, Germany
- Solution: Blending Digital and Analog Computing
German startup anabrid develops analog-digital hybrid computing systems that integrate the strengths of analog and digital technologies. Its product, LUCIDAC, solves complex mathematical problems by fusing digital control and reconfigurable analog computing.
The technology uses less energy and functions faster than traditional digital systems. LUCIDAC guarantees flexibility by providing accurate, fast calculations in real-time for control systems or transforming data into digital formats for hybrid contexts.
Additionally, anabrid’s hybrid methodology offers ultra-high-performance and energy-efficient solutions that reconfigure computational capabilities to handle problems like climate modeling and AI acceleration.
3. aZen Protocol
- Founding Year: 2024
- Location: Auckland, New Zealand
- Solution: Decentralized Computing Resources and Tokenization Solutions
New Zealand-based startup aZen Protocol develops a decentralized infrastructure for ubiquitous computing by tokenizing computing resources and applications.
Its Decentralized Physical Infrastructure Network (DePIN) protocol converts idle resources like storage, servers, and IoT devices into tokenized assets.
These resources are integrated into the aZen Marketplace where users share computing resources to earn $aZen rewards through proof of contribution.
The ecosystem advances innovation and streamlines resource utilization with support for Android, Linux, Windows, and IoT devices. aZen Protocol advances the shift from Web2 to Web3 along with providing energy-efficient solutions for AI, IoT networks, and digital marketing applications.
Moreover, aZen partnered with Zenlayer to integrate its IaaS infrastructure into aZen’s decentralized marketplace.
4. ProjectX
- Founding Year: 2022
- Location: West Bengal, India
- Solution: Cross-device Computing
Indian startup ProjectX develops Infinity OS, a local and cloud-based computing platform that allows easier transition of projects across devices.
It enables things like Blender modeling on an iPad or PC gaming on a phone. It also protects user information irrespective of the location by using strong data security techniques.
Infinity OS benefits corporations in deploying affordable infrastructure without IT expertise as well as students retrieving homework across devices.
ProjectX makes computing efficient and accessible by combining flexibility, cross-device compatibility, and secure operations which allows users to easily access, manage, and safeguard their digital processes.
Additionally, E-Cell IIT Bhilai partners with ProjectX to encourage aspiring entrepreneurs through workshops, mentorship, and initiatives and to drive innovation and redefine technology’s future.
5. Fluid
- Founding Year: 2020
- Location: Sydney, Australia
- Solution: Cost-efficient Hybrid and Multi-cloud Solution
Australian startup Fluid develops a hybrid, multi-cloud platform that converts traditional IT infrastructure into a cloud platform quickly.
The platform facilitates the deployment of Kubernetes clusters, virtual machines, and serverless apps in on-premise, edge, and cloud settings by automating provisioning for computing, networking, and container orchestration.
It also offers features like multi-tenant security, software-defined networking integration, and support for legacy workloads via kernel-based virtual machine (KVM). Fluid provides true cloud mobility, edge-to-core workload control, and scalability on ordinary x86 hardware.
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6. enclaive
- Founding Year: 2022
- Location: Berlin, Germany
- Solution: Data Protection in Hybrid and Multi-cloud Environments
German startup enclaive develops a confidential multi-cloud platform that integrates virtual hardware security modules (vHSM) with confidential computing to secure data and workloads in the cloud.
The vHSM technology facilitates easy key management, identity access control, and secret management through the combination of software-based enclaves and hardware-grade security.
This platform ensures flexibility by supporting public, private, and hybrid cloud environments and adhering to security requirements.
Additionally, enclaive offers high confidentiality, scalability, and cost-efficiency by separating code and data from the underlying infrastructure.
This allows enterprises to safeguard critical activities while optimizing cloud utilization and minimizing vendor lock-in.
7. Alpha3-Cloud
- Founding Year: 2021
- Location: Providence, RI, USA
- Solution: Compliance Management in Hybrid Cloud Infrastructure
US-based startup Alpha3 Cloud provides hybrid-cloud solutions that combine the scalability of public cloud services with the control and security of private cloud infrastructure.
Its platform’s integration and migration across cloud environments enables businesses to strategically distribute workloads according to regulatory requirements and sensitivities.
Sensitive data is securely stored on private clouds, while non-sensitive tasks leverage the affordability and accessibility of public cloud resources.
The solutions provide scalability and flexibility to easily adjust to changing business needs while minimizing expenses and upholding regulations.
Alpha3 Cloud supports a variety of use cases, including machine learning, blockchain, and confidential computing, and enables enterprises to implement safe, effective, and flexible cloud strategies without vendor lock-in.
Moreover, Alpha3 Cloud partnered with Pause.ai and HPE to improve AI-driven solutions in women’s health.
Discover All Emerging Hybrid Computing Startups
The 240+ hybrid computing startups showcased in this report are only a small sample of all startups we identified through our data-driven startup scouting approach.
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