AI Agent API Integration Services for Your Business
AI agent tool calling development gives a language model safe, predictable ways to act: query a SQL database, call a REST or GraphQL API, fire a webhook or run a cloud function. Omeiro defines each tool, validates every input and handles the failures that real systems throw back.
How AI agent API integration works, step by step
A made-up example of one run, from start to finish. Each step is logged so you can see what happened.
- A task is given
From a chat, a form or a schedule.
- The agent uses its tools
Only the tools and data you agree to give it.
- Important steps wait for a person
Sending, paying or deleting needs a human yes.
- Every step is logged
You can see what it did and why.
Sample Made-up names, data and steps to show how a run is logged. Your steps, tools and rules follow your business.
What you get with AI agent API integration
Deterministic external tool integration empowering agents to securely query SQL databases, dispatch webhooks, interact with REST/GraphQL APIs, and invoke cloud functions.
Basic Package
Agent with 3 tool functions (API, SQL or webhook), input validation, source. 4-day delivery, 1 round + 30-day fixes.
Standard Package
Up to 8 tools incl. REST/GraphQL; SQL, auth handling, error retries, docs. 7-day delivery, 1 round + 30-day fixes.
Premium Package
Up to 15 tools, cloud functions, permission scopes, logging, deployment, 30 days support. 12-day delivery, 1 round + 60-day fixes.
Clear brief first
We confirm what you need before work starts, so the scope is clear on both sides.
Revisions listed
Each package shows its revision rounds. A round is one list of changes sent together.
Yours once paid
Copyright of the final work passes to you once the order is paid in full.
Third-party tools, API usage and hosting are billed to your own accounts, so the setup stays with your business.
How our AI agent API integration works
List the actions
We agree which systems the agent may touch and what each tool should accept and return.
Define schemas
Every tool gets a strict input schema so bad parameters are rejected before they reach your system.
Build and harden
Tools are coded with auth, retries and error messages the model can act on.
Test and hand over
We run realistic requests, then deliver source, docs and, where included, a deployed version.
Why choose Omeiro for AI agent API integration
The agent decides when to call a tool, but the tool itself behaves deterministically, with checked parameters and clear errors. You receive the code, not just a demo.
In short
- Delivery in 4 to 12 days, by package.
- Fixed price, shown before you order.
- Developers whose chatbot can talk but cannot yet look up an order or update a record.
- Copyright yours after full payment.
AI Agent API Integration: common questions
How much does AI agent API integration cost?
Prices are fixed and shown by package on our AI Agent API Integration pricing page, so you see the full price before you order. You can also ask for a custom quote.
How long does LLM function calling integration take?
Delivery depends on the package: Basic 4-day delivery; Standard 7-day delivery; Premium 12-day delivery.
What is included in the Basic Package?
The Basic Package includes: Agent with 3 tool functions (API, SQL or webhook), input validation, source. Higher packages add more scope, revisions and support.
Can I get a custom AI agent API integration package?
Yes. If none of the packages fits, use the custom package form on our pricing page to describe what you need, and our team sends you a fixed price.
What is the difference between tool calling and a normal API integration?
In a normal integration your code decides when to call the API. With tool calling the model decides, so each tool needs strict validation and clear errors.
Can the agent write to my database or only read?
That is your choice. We scope each SQL tool to the tables and operations you approve, and permission scopes come with Premium.
Which models and frameworks do you work with?
Function calling works with the major hosted models and open models that support it. Tell us your provider before ordering.
What happens after delivery?
Premium includes 30 days of support for fixes and questions.
Who owns the final work?
Copyright of the final work passes to you once the order is paid in full. Paid fonts, stock files or licences, if used, are licensed in your name.
Ready to start your AI agent API integration?
Compare the packages and pick the one that fits. Not sure which? Write to us and we will help you choose.