State of AI for CX: Agents, MCPs, and RAG

AI Agents for leading CX,GTM, and Ops teams.

Ship AI agents that accelerate how your company operates. Loved by developers and non-technical teams.

Trusted by leading teams

Build Agents,visually or in code.

Start building

Get a demo

Use Cases

AI that knows your company

Deploy AI Agents grounded in your knowledge base, policies and tools.

FOR CUSTOMER EXPERIENCE

PLATFORM

The onlyno-code + code agent builder

Inkeep Agents can be created visually or in code with full 2-way sync-- so engineering and non-technical teams can collaborate in one platform.

No-Code Builder

Developer SDK

UI Chat
Components

Create AI assistants and copilots with beautiful, customizable UI experiences.

Unified Search
& RAG

Give Agents comprehensive knowledge about your product and company.

Multi-Agent
Architecture

Create teams of Agents that work together to accomplish complex tasks.

MCPs and
Integrations

Equip Agents with 1-click & custom tools so they can take action and perform tasks.

Meet yourAgents

I'm a Developer

typescript

import { agent, agentGraph, mcpTool } from '@inkeep/agents-sdk';

// Define MCP tools for integrations
const notionTool = mcpTool({
  id: 'notion-integration',
  name: 'Notion',
  description: 'Access and search Notion workspace for documentation and knowledge base articles',
  serverUrl: 'https://notion-mcp.yourcompany.com/mcp',
});

const confluenceTool = mcpTool({
  id: 'confluence-integration',
  name: 'Confluence',
  description: 'Search and retrieve information from Confluence documentation',
  serverUrl: 'https://confluence-mcp.yourcompany.com/mcp',
});

const docsTool = mcpTool({
  id: 'docs-integration',
  name: 'Docs',
  description: 'Access internal documentation and help articles',
  serverUrl: 'https://docs-mcp.yourcompany.com/mcp',
});

const stripeTool = mcpTool({
  id: 'stripe-integration',
  name: 'Stripe',
  description: 'Process refunds and check payment information through Stripe',
  serverUrl: 'https://stripe-mcp.yourcompany.com/mcp',
  credentialReferenceId: 'stripe-api-key', // Reference to stored Stripe credentials
});

const hubspotTool = mcpTool({
  id: 'hubspot-integration',
  name: 'HubSpot',
  description: 'Access customer information and update CRM records in HubSpot',
  serverUrl: 'https://hubspot-mcp.yourcompany.com/mcp',
  credentialReferenceId: 'hubspot-api-key', // Reference to stored HubSpot credentials
});

// Define the Knowledge Base Expert agent
const knowledgeBaseExpert = agent({
  id: 'knowledge-base-expert',
  name: 'Knowledge Base Expert',
  description: 'Responsible for answering customer questions',
  prompt: `You are a Knowledge Base Expert responsible for answering customer questions accurately and helpfully.
  
Your role is to:
- Search through available documentation sources (Notion, Confluence, and internal Docs)
- Provide accurate, comprehensive answers to customer questions
- Cite sources when providing information
- Escalate complex questions back to the Customer Assistant if needed

You have access to:
- Notion: For team wikis and knowledge base articles
- Confluence: For technical documentation and process guides
- Docs: For internal documentation and help articles

Always search multiple sources when answering questions to ensure comprehensive coverage.`,
  tools: () => [notionTool, confluenceTool, docsTool],
});

// Define the Refund Agent
const refundAgent = agent({
  id: 'refund-agent',
  name: 'Refund Agent',
  description: 'Responsible for issuing refunds',
  prompt: `You are a Refund Agent responsible for processing customer refunds efficiently and accurately.

Your role is to:
- Verify refund eligibility based on company policies
- Process refunds through Stripe when appropriate
- Update customer records in HubSpot after processing refunds
- Communicate clearly about refund status and timelines
- Escalate complex cases back to the Customer Assistant

You have access to:
- Stripe: For processing payment refunds
- HubSpot: For updating customer records and tracking refund history

Always verify the customer's information and purchase details before processing any refund.`,
  tools: () => [stripeTool, hubspotTool],
});

// Define the main Customer Assistant agent
const customerAssistant = agent({
  id: 'customer-assistant',
  name: 'Customer Assistant',
  description: 'Helps customer support teams resolve tickets quickly',
  prompt: `You are a Customer Assistant that helps customer support teams resolve tickets quickly and efficiently.

Your primary role is to:
- Understand customer issues and route them appropriately
- Coordinate with specialized agents for specific tasks
- Provide a seamless experience for customer support

You can delegate to:
- Knowledge Base Expert: For answering customer questions using documentation
- Refund Agent: For processing refunds and payment-related issues

When a customer has a question:
1. First assess if it's a knowledge/information request → delegate to Knowledge Base Expert
2. If it's about refunds or payments → delegate to Refund Agent
3. For general inquiries or complex issues requiring coordination → handle directly

Always maintain a professional, helpful tone and ensure customers feel heard and supported.`,
  canDelegateTo: () => [refundAgent],
  canTransferTo: () => [knowledgeBaseExpert],
});

// Create the agent graph
export const graph = agentGraph({
  id: 'customer-support-graph',
  name: 'Customer Support System',
  description: 'Multi-agent system for efficient customer support ticket resolution',
  defaultAgent: customerAssistant,
  agents: () => [customerAssistant, knowledgeBaseExpert, refundAgent],
});

Integrations

Deploy Agents anywhere

Website Chat Assistants

Work Apps

Support Platforms

Workflows

API

Agents work as real-time assistants or in the background.

KEY BENEFITS

Enterprise-grade toolsto build trust

Visit our security center to learn more.

Intelligent Audits

Automatically monitor performance with out-of-the-box metrics. View full traces and integrate with any observability tool.

AI Powered Reporting

Get insights on what users are asking, where there's missing content, and where Agents could use a hand.

PII Removal & Data Controls

Remove sensitive data from being processed and customize data retention periods.

Authentication and Permissions

Respect user-level permissions and use Credential Management to keep Agents scoped to what they need to do.

SECURITY & REPORTING

All the toolsto build confidence

Visit our security center to learn more.

Intelligent Audits

Automatically monitor performance with out-of-the-box metrics. View full traces and integrate with any observability tool.

AI Powered Reporting

Get insights on what users are asking, where there's missing content, and where Agents could use a hand.

PII Removal & Data Controls

Remove sensitive data from being processed and customize data retention periods.

Authentication and Permissions

Respect user-level permissions and use Credential Management to keep Agents scoped to what they need to do.

CASE STUDIES

CASE 01

PostHog instantly resolved 1/3 of community questions

CASE 02

Solana scaled developer support without expanding their team

CASE 03

Fingerprint reduced support tickets 48% while increasing activation 18%

CASE 04

Payabli unified developer experience with AI-powered docs

ENTERPRISE SOLUTIONS

How we partner with you

Our Agent Engineering team provides ready-to-deploy AI Agents that integrate with your systems and deliver on key scenarios.
integrate with your systems and deliver on key scenarios.