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Infrastructure for compute-heavy SaaS

ByteNite is the serverless container platform built for speed, scale, and simplicity. Build compute-intensive workloads like AI, analytics, media processing, and run them through API calls.

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The Gap

Where scaling gets stuck

Bridge with Missing Planks Figurative Illustration Gap Between Proof-Of-Concept And Production - Layer 1
Bridge with Missing Planks Figurative Illustration Gap Between Proof-Of-Concept And Production - Layer 2
PoC's are easy. Scaling them into real production workflows? Not so much. Your AI coding agent won’t spin up Kubernetes clusters or handle cold starts, latency spikes, or cloud lock-in.
Developers shouldn’t have to be infrastructure experts just to ship workloads that scale.
Bridge with All Planks Figurative Illustration ByteNite Solution From PoC to Production - Layer 1
Bridge with All Planks Figurative Illustration ByteNite Solution From PoC to Production - Layer 2
The Fix ?

From PoC to production

Containerize and deploy your code with one CLI command. ByteNite provisions, orchestrates, and scales your workloads for you.
Deliver faster, reduce DevOps overhead, and pay only for what you use.

How it works

Bring your code

Write your ByteNite application script in your preferred language.

Set up environments

Wrap your dependencies and container configs with a Dockerfile.

Deploy with one command

The ByteNite SDK allows you to push your apps via CLI-ready for production in seconds.

Launch & monitor

Start jobs from our API or web platform and track status, logs, and results in real time.
See Tutorials

Who we serve

ByteNite is built for SaaS teams running compute-heavy, stateless jobs in AI, data processing, and media who want to scale fast without DevOps hassle or surprise costs.

AI Media Processing

Run AI inference at scale, instantly.
ByteNite empowers media and AI teams to execute large-scale inference jobs with serverless GPUs, enabling fast, efficient, and real-time processing—replacing costly APIs.

Web Scraping

Accelerate and scale your data collection.
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ByteNite lets you launch parallel web crawlers using familiar tools like Puppeteer or Playwright, dramatically reducing time-to-result and supporting even the largest scraping projects.

Batch Processing

Run parallel tasks without bottlenecks.
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ByteNite enables backend and data teams to batch-process text, documents, and tabular data at scale—eliminating queues and delivering real-time results, without manual scaling.

We help you scale your product

From first setup to production scale, ByteNite is designed to remove friction and accelerate your path to value.

Unified feature ecosystem

Build Locally, Deploy From CLI

Ship your app to ByteNite with a single CLI command. Manage versions and reuse templates while never leaving your IDE.

Use Any Container

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Use any Docker image, from public registries or your own. ByteNite handles setup and orchestration automatically.

Native Workload Distribution

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Supercharge your pipelines with built-in partitioning and aggregation. Effortlessly scale fan-out/fan-in workloads.

Unified, Real-Time Logging

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Monitor every job with organized, exportable logs. Debug quickly and keep your workflows moving.

Hardware Preferences, Simplified

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Specify minimum CPU, RAM, or GPU needs—ByteNite matches your jobs to the best-fit machines, no manual tuning required.

Job-Based Billing

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Pay only for what you use: CPU time, RAM, network, and GPU. No idle charges, ever.
Serverless Computing

Run your apps like a DevOps pro

ByteNite App Jobs UI - Layer 1
ByteNite App Jobs UI - Layer 2
ByteNite lets you run workloads effortlessly—no need to manage servers, networking, or scaling. Focus on building your apps, whether it’s batch processing, AI model serving, ETL pipelines, web testing, or something different, while we handle the infrastructure in a seamless serverless environment.
ByteNite Tasks UI Graph - Layer 1
ByteNite Tasks UI Graph - Layer 2
Powerful Autoscaling

Elastic & distributed by design

Cutting-edge distributed computing technology packaged for easy use and integration. Scale your burstable workloads dynamically and handle spikes with precision without any manual tuning.

Distributed Computing, Simplified

Empower your infrastructure today