Phoenix - Your AI AssistantAI Agent Tool Integration — Connect to Business Systems
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5 days
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What you get with this Offer
I will build the tool integration layer for your AI agent — defining function schemas for your business systems (CRM, calendar, email, database, or APIs), implementing the tool execution handlers, adding input validation and permission scoping, and integrating the tool layer into your agent's reasoning loop. Agent tool design is where most agent implementations make their most consequential mistakes — tools defined without input validation allow the agent to call tools with invalid parameters, tools without permission scoping allow the agent to access data it shouldn't, and tools without idempotency allow duplicate actions from retry logic.
The build covers tool schema design for up to 5 business systems, execution handler implementation, input validation and error response, permission scoping per tool, idempotency for write operations, and integration with your agent's reasoning loop.
The build covers tool schema design for up to 5 business systems, execution handler implementation, input validation and error response, permission scoping per tool, idempotency for write operations, and integration with your agent's reasoning loop.
What the Freelancer needs to start the work
Please describe the business systems the agent should access, the operations it should be able to perform in each, your permission requirements, and your LLM provider.