Rebuilding the Internet for AI

The AI revolution is real—but the infrastructure powering it is still locked behind closed doors. Legacy cloud providers built the internet we use today, and now they want to dictate how AI is developed, deployed, and scaled. If we don’t break that cycle, a handful of players will control the future of AI before others even get a chance to compete.

AI builders—startups, researchers, and enterprises alike—deserve better. They need access to scalable, cost-efficient compute without getting locked into contracts or stuck behind artificial constraints. That’s why we built Parasail.

Meet Parasail: AI on Demand, Without Constraints

Parasail is the first AI Deployment Network—a global grid of high-performance GPUs designed to let you experiment, deploy, and scale AI infrastructure in real-time, with no long-term commitments or vendor lock-in. Whether you’re pushing production inference, running massive batch jobs, or experimenting with the latest open-source models, Parasail gives you the infrastructure edge to move fast and scale efficiently.

We’re already helping dozens of fastest growing AI-native companies run billions of tokens across our network—and we’re doing it with more true on-demand GPU capacity than Oracle’s entire cloud, at 15–30x lower cost.

The Problem: AI’s Infrastructure Bottleneck

The biggest threats to innovation in AI today are:

1. Locked Ecosystems and Vendor Lock-In

Legacy cloud platforms trap AI teams in rigid, expensive ecosystems. What’s marketed as “on-demand” is often just a path toward long-term contracts and usage quotas. It slows builders down and limits experimentation.

2. Sky-High Costs and Underutilized Hardware

NVIDIA isn’t the bottleneck—legacy provider’s inefficiency is. Traditional cloud platforms weren’t designed for AI-native workloads, and their overhead is passed directly to customers in the form of inflated prices.

3. The Permutation Problem

The real challenge isn’t just getting access to GPUs—it’s choosing the right combination of model, hardware, and workload configuration. The explosion of models and chips (from NVIDIA and AMD to SambaNova) makes optimal deployment complex. Most teams simply don’t have the time or tooling to optimize at scale.

The Parasail Solution: A Competitive Compute Economy

Parasail is a new kind of infrastructure—built to give AI builders full control over how they deploy and scale their models.

Open-Source AI, Unlocked

We support the latest open-source models like LLaMA, DeepSeek, and Qwen with zero-day availability—alongside full support for custom models. You can deploy directly via API, without special DevOps or configuration overhead.

Cost-Efficient Scaling With True On-Demand Access

Our permutation engine intelligently matches workloads to the best available GPU—H100s, H200s, A100s, MI300X, and more. With no contracts, no quotas, and batch processing that cuts costs by up to 50%, we make large-scale AI affordable for every company.

AI Deployment Without Complexity

Whether you’re spinning up a single 4090 or scaling to dozens of H200s in minutes, Parasail handles the infrastructure so your team can focus on what matters: building. From real-time inference to massive dataset processing and complex AI workflows, Parasail eliminates the overhead—no complexity, no overprovisioning.

Real-World Results: Customers Winning With Parasail

From startups to AI-native enterprises, teams are turning to Parasail to break free from infrastructure bottlenecks and accelerate deployment. Whether the goal is reducing costs, improving latency, or scaling high-throughput workloads, Parasail is powering real, measurable outcomes for some of the fastest-moving companies in AI:

Weights & Biases rapidly scaled DeepSeek capacity with top-tier throughput, enabling fast deployment of cutting-edge models.

Elicit is screening over 100,000 scientific papers daily using Parasail’s low-latency infrastructure.

Rasa deployed custom models in Europe with improved latency and cost—enough to offer free access to users.

Everpilot slashed inference costs by 10x while deploying open-source models effortlessly.

Oumi uses Parasail’s batch processing to accelerate dataset generation and reduce operational overhead.

The Future of AI Compute Is Open

The AI landscape is shifting from closed platforms to open-source ecosystems and aggregated compute. The winners in this new era will be those who optimize cost, scale, and flexibility.

Parasail is powering that transformation—backed by top-tier investors and built by AI infrastructure veterans who know how to scale real-world systems.

Control Your AI Infrastructure, Control Your AI Destiny

If you control your AI infrastructure, you control your AI roadmap. Parasail gives you the performance of top providers, the flexibility of open-source, and the price point of startups—without lock-in.

Join the companies already building the future of AI. Sign up for access today.

https://www.parasail.io