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Taking on now

LLM integration via API

We build a language model into your product or system.

What it is

Server-side integration with a provider: prompts, structured responses, retries on failures, token accounting and limits so the bill does not grow unexpectedly.

Typical problem

The prototype works, but a product needs reliability, cost control and key protection.

What you get

  • Server-side integration layer
  • Cost accounting and limits
  • Failure handling and retries

Who it is for

  • Startups and founders
  • Small businesses
  • Medium-sized businesses
  • Agencies and IT companies

Technologies

  • OpenAI API
  • Anthropic API

Examples. The stack is chosen for the task.

Rough guideline

$200–$1,500

All prices here are approximate planning guides, not an offer. The final cost is set after the project is assessed and fixed in the contract.

Questions

Will the AI make mistakes?

Yes, any model sometimes gets things wrong. That is why we measure quality on your examples, show the sources of each answer and pass disputed cases to a person.

Where does our data go?

This is decided before work starts: an external API with suitable terms, a private cloud or a model on your own server. The choice depends on how sensitive the data is.

Which model do you use?

We choose for the task and budget, and build the architecture so the provider can be changed.

Tell us what needs to be built

We will tell you whether it can be done, how and roughly for how much. No obligation.