AI & Agentic Software · AI building blocks

# AI Model Hosting & Inference

Services that run AI models, including open-weight models, on cloud GPUs or edge networks so applications can call them quickly and privately.

Also searched as: inference platform · GPU cloud

## What it does

- Hosted open-weight models
- Autoscaling GPUs
- Private deployments
- Pay per token or per second

### Who uses it

Companies running open-source models, custom fine-tunes or high-volume AI workloads.

### Well-known examples

Cloudflare Workers AI · Together AI · Fireworks AI · Replicate · Hugging Face Inference Endpoints

How AI is changing it

Open-weight models narrowed the gap with closed ones, making private or lower-cost hosting realistic for many business uses.

## Buy, build or connect?

- [Cloudflare Workers & Serverless Development](https://wisconsintechshop.com/hosting/cloudflare-workers-development/): Serverless apps, APIs and automations built on Cloudflare Workers, D1, R2 and Queues: fast worldwide, nearly zero maintenance and low running costs. (From $1,250)
- [OpenAI, ChatGPT & Claude API Integration](https://wisconsintechshop.com/ai-integration/openai-claude-api-integration/): Integrate large language models from OpenAI, Anthropic (Claude), Google and others into your software, with cost controls, safety and fallbacks. (From $1,000)
- [Private AI Setup on Your Own Computer](https://wisconsintechshop.com/computer-repair/private-ai-pc-setup/): Set up AI assistants that run privately on your own computer or office server, so you can use them with sensitive documents without sending anything to the cloud. (From $150)

## Related software

- [Large Language Model API](https://wisconsintechshop.com/software/ai-software/llm-api/)
- [AI Coding Assistant](https://wisconsintechshop.com/software/ai-software/ai-coding-assistant/)
- [Vector Database](https://wisconsintechshop.com/software/ai-software/vector-database/)
- [Retrieval-Augmented Generation (RAG)](https://wisconsintechshop.com/software/ai-software/rag-platform/)
- [LLM Observability & Evaluation](https://wisconsintechshop.com/software/ai-software/llm-observability/)
- [AI Gateway (LLM Router)](https://wisconsintechshop.com/software/ai-software/ai-gateway/)
- [Local AI (On-Device LLM)](https://wisconsintechshop.com/software/ai-software/local-llm-runtime/)
- [AI Fine-Tuning Platform](https://wisconsintechshop.com/software/ai-software/fine-tuning-platform/)
- [Synthetic Data Generator](https://wisconsintechshop.com/software/ai-software/synthetic-data/)
- [Data Labeling & Annotation](https://wisconsintechshop.com/software/ai-software/data-labeling/)
- [Intelligent Document Processing](https://wisconsintechshop.com/software/ai-software/document-ai/)
- [OCR Software](https://wisconsintechshop.com/software/ai-software/ocr-software/)

## Questions about AI model hosting & inference

### What is AI model hosting & inference?

Services that run AI models, including open-weight models, on cloud GPUs or edge networks so applications can call them quickly and privately.

### How is AI changing AI model hosting & inference?

Open-weight models narrowed the gap with closed ones, making private or lower-cost hosting realistic for many business uses.

## Need AI model hosting & inference set up, connected or built?

Tell us what you use today and what you need it to do. We will tell you honestly whether to buy, build or connect, with a fixed quote.

- Big projects and small ones are all welcome
- Fixed-price quotes, no surprise invoices
- You own your code, data and accounts
- A client portal to track progress, invoices and payments
- Rooted in Wisconsin, serving businesses nationwide

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Source: https://wisconsintechshop.com/software/ai-software/model-inference-platform/
Contact: hello@wisconsintechshop.com · https://wisconsintechshop.com/contact/