AI Function Tools
AI function tools for assistants that take real actions.
MonoChat lets you create AI Tool Functions so LLMs can call APIs, query systems, trigger workflows, and complete tasks autonomously — with strict validation, permissions, and full observability.
Or start with $150 of credit, enough for a first month of Growth
I want to return the headphones from my last order.
13:02
Sure, Daniel. I found order 5520 with one pair of headphones, delivered three days ago. Shall I open the return?
13:02
Yes, open the return
13:03
Return created
Order 5520 · Headphones
Return label sent by email
Done. I also updated your ticket so our team can follow it.
13:03
What You Can Build
Tool functions that connect your AI assistants to real systems — safely and reliably.
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Actionable AI Tools
Define tool functions that assistants can call to perform real-world actions.
- Call external APIs & internal services
- Trigger workflows and state changes
- Write to CRM/ERP/helpdesk systems
- Run calculations and business rules
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Structured Inputs & Outputs
Force predictable tool usage with schemas and validated parameters.
- JSON schema-like parameters
- Type-safe inputs
- Deterministic outputs
- Consistent tool behavior across models
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Guardrails & Safety Controls
Keep agentic behavior safe with permissions, constraints, and explicit policies.
- Role-based permissions (RBAC)
- Allowlist endpoints and actions
- Rate limits and quotas
- PII-safe design patterns
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Observability & Operations
Operate tool-based assistants confidently with logs, retries, and error handling.
- Tool execution logs
- Retries & timeout handling
- Error fallbacks and escalation
- Performance tracking
Use Cases
Common patterns for agentic assistants in sales, support, and operations.
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Sales Assistant Actions
Create leads, qualify requests, check inventory, and schedule follow-ups automatically.
- Example: Create lead → enrich → assign → book meeting
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Support Automation
Fetch order status, open tickets, refund requests, and escalate complex issues to agents.
- Example: Verify user → fetch order → update ticket → notify agent
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Operations & Back Office
Automate repetitive internal tasks with tool calls to finance, logistics, and HR systems.
- Example: Generate invoice → update ERP → send payment link
Key Benefits
Move from “AI that talks” to “AI that does” — with control and compliance.
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Faster Resolutions
Assistants complete tasks instantly by calling tools instead of asking humans to switch systems.
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Fewer Manual Errors
Structured parameters and validations reduce mistakes and ensure consistent execution.
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Scalable Automation
Handle high-volume operations with repeatable tools and reliable outputs.
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Full Control & Auditability
Permissions + logs ensure every action is traceable and compliant with your policies.
Keep exploring
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Agent Harness
Bring your own agent framework: Claude Agent SDK, OpenAI Agents SDK, Pi or custom. -
Custom LLMs
Connect OpenAI, Anthropic, Google or your own LLM APIs. -
RAG Orchestration
Build retrieval pipelines with documents, tools and LLMs. -
VectorDB Integration
Store and retrieve embeddings using your preferred VectorDB. -
MCP Integration
Connect AI agents to external MCP-compatible tools.
First month of Growth on us
Build AI Tools for Your Assistants
Create tool functions, connect your systems, and let AI complete tasks end-to-end — with guardrails and full visibility.
One code per business • 30 days to redeem • No card needed