DigitalOcean AI-Native Cloud

One platform, fully integrated from silicon to agent, with economics that improve as you scale.

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From real-time agents to trillion-token workloads, leaders in AI run on DigitalOcean.

  • AmorphousData
  • character.ai
  • Ace Studio
  • Hippocratic AI
  • Ideogram
  • Workato
  • Fal.ai
  • Traversal

67%

lower cost

Workato runs 1T+ automation tasks on DigitalOcean's Inference Engine at 67% lower cost — with 67% higher throughput on the same workload.

Workato

2x

inference throughput

Character.ai handles 1B+ queries per day with 2× production inference throughput on DigitalOcean's AMD Instinct GPUs.

Character.ai

40%

reduction in latency

Hippocratic AI runs healthcare agents on DigitalOcean, powering 20M+ patient interactions with 40% lower end-to-end P99 latency and 2× higher throughput.

Hippocratic AI

Five layers. One platform. Open at every layer.

From GPUs to agent runtimes, every layer purpose-built for production AI and integrated end-to-end. Most clouds only cover one or two layers, or fragment all five across 300+ disconnected services.

Managed Agents

Production agents that run on the same stack as your data, inference, and infrastructure. No cross-vendor hops. No lost context. No egress fees between layers.

Products
  1. Open Harness
  2. Sandbox
  3. Plano
  4. Toolbox
  5. State
Open Source IntegrationsOpen agent orchestration: OpenCode, LangGraph, CrewAI, MCP / A2A, E2B, Daytona

Data & Learning

Fresh data, persistent memory, and continuous learning, without rebuilding your data stack.

Products
  1. Knowledge Bases
  2. Managed Databases
  3. Analytics Engine
Open Source IntegrationsOpen retrieval and embedding including pgvector, Qdrant APIs, LlamaIndex, Chroma, PostgreSQL, MySQL, Valkey

Inference Engine

Over 70 models, open-weighted and frontier, on one endpoint. Run serverless, dedicated, or batch inference, with the Inference Router optimizing every call.

Products
  1. Inference Router (Public preview)
  2. Serverless Inference
  3. Dedicated Inference
  4. Batch Inference
  5. 72 Models or Bring Your Own Model
  6. Evaluations (Public preview)
Open Source IntegrationsOpen models and serving: DeepSeek V3.2, Qwen 3, vLLM, Firecracker

Core Cloud

The cloud millions already run on, with the primitives every AI workload needs.

Products
  1. Droplets (CPU & GPU)
  2. Managed Kubernetes
  3. App Platform
  4. Networking
  5. Storage & Backups
  6. Functions
Open Source IntegrationsOpen infrastructure orchestration: Kubernetes, Cilium, MinIO

Infrastructure

We own the silicon. Your unit economics improve as you scale.

Products
  1. 18 data center across 5 regions
  2. Air-cooled and liquid-cooled infrastructure
  3. NVIDIA H100 / H200 / Blackwell
  4. AMD Instinct™ MI300X / MI325X / MI350X
  5. 400G RoCE fabric
Open Source IntegrationsOpen monitoring and compute: Prometheus, Grafana, Ollama, Linux / KVM
Browse all products

Performance, economics, and simplicity — together.

Performance proven in production

Sub-second Time-to-First-Token (TTFT). 3.9× higher output speed vs. AWS Bedrock. The most consistent latency across context lengths of any provider tested. Independently benchmarked by Artificial Analysis on DeepSeek V3.2.

Open models you already trust

DeepSeek, Llama, Qwen — plus frontier labs and your own fine-tunes — on one OpenAI-compatible endpoint. DigitalOcean Inference Router picks the right model per call, automatically. Your code doesn't change when a better model ships.

Built for how builders ship

One CLI. One API. One bill. Migrate in one line of code, and leave on the same terms. The complexity of stitching together multiple vendors — gone.

Economics that compound as you scale

DigitalOcean owns the silicon, the fabric, and the Inference Engine end-to-end. Every optimization below the line passes forward automatically. Performance and unit economics improve together.

Resources

View all

DigitalOcean Dedicated Inference: A Technical Deep Dive

The Silent Versioning Problem in AI Inference

Post-Inference Storage and Querying with MongoDB

Beyond the Abyss Project Poseidon’s Quest for Zero-Downtime Reliability

From Incident Counting to SLIs: How DigitalOcean Rethought Availability

The LLM Inference Trilemma: Throughput, Latency, Cost

Mastering the 600B+ Frontier: Optimizing Large Model Deployments on the Inference Cloud

The Inference Cloud Memory Layer: A Technical Dive into DigitalOcean Managed Databases

We Built a Private-Document AI App to Test Platform Security. Here Is What We Could Actually Verify.

Start building today

From GPU-powered inference and Kubernetes to managed databases and storage, get everything you need to build, scale, and deploy intelligent applications.