Merge for AI

Build unique AI features with your customers’ data

Immediately launch and customize your enterprise search, AI agents, and knowledge management assistants with fast and secure access to your customers’ third party vendors. Connect once and unlock 220+ integrations across file storage, ticketing, CRM, ATS, HRIS, and accounting platforms.

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Trusted by thousands of product leaders at companies like

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Merge is the data integration layer for smarter and more efficient AI solutions

Normalized data

Perfect your embeddings the first time

Use Merge’s normalized data to create consistent embeddings for more accurate context retrieval from your vector database. Merge even normalizes file storage metadata for improved indexing.

Complete data flexibility

Access all the customer data you need

Retrieve data in its original format, map new custom fields, read and write fields outside the standard Merge models, read and write custom CRM defined objects, and send authenticated requests to any third-party API.

Access control lists (ACLs)

Precise control over customer data

Determine exactly who has access to each piece of data at any time. Merge automatically syncs ACLs for file storage and ticketing integrations to keep user permissions up-to-date. Configure which data and models Merge accesses.

Maximum data throughput

Handle data syncs at enterprise scale

Maximize integration performance and keep your AI running in near real-time. Merge is optimized to handle third-party rate limits and large data sets, syncing data 4.7x more efficiently than in-house integrations.

Enable your AI to make the right call

Leverage the full power of the Merge’s secure and scalable platform through Merge’s Model Context Protocol (MCP)

Learn more about Merge MCP

Why product leaders choose Merge

Boost customer adoption

Enable customers to authenticate their integrations in seconds with platform-specific onboarding instructions.

Launch products faster

You can’t launch a new AI product without integrations. Merge’s Unified API lets you launch more connections, faster, and with less budget.

Reduce support hours

More integrations mean more headaches from unexpected bugs. Merge’s automated issue detection helps you quickly resolve problems.

Merge connects your product to your customers’ third-party platforms

See it in action

The complete solution for the integrations lifecycle

Developer-first tooling and support

Build secure, scalable data pipelines between your product and 220+ applications with a single API, up-to-date SDKs, and comprehensive docs

Enterprise-grade security

Partner with a platform built with enterprise security at its core, featuring SOC 2 compliance, HIPAA eligibility, granular data access controls, audit trails, and role-based access management

Clear insights for instant diagnostics

Access intuitive logs, real-time health observability, and guided solutions to quickly resolve integration challenges

Long-term integration partner

Plan your integration strategy with confidence by accessing hundreds of integrations across popular software categories, including ERP, HRIS, CRM, project management, and file storage

Best-in-class customer success

Get access to hands-on customer support for your Merge implementation with a dedicated account manager. Receive enablement trainings for your go-to-market teams to streamline your customers’ onboarding of the integrations.

Integrate smarter. Scale faster. Top organizations win with Merge

Case study

How Drata increases customer value and spends 80% less time managing integrations

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“Working with Merge’s Unified API and beautiful React component took less than a sprint to integrate, test, and release.”

Daniel Marashlian
Co-Founder & CTO, Drata
Case study

Ema powers their AI agents with Merge’s 220+ cross-category integrations

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By continually syncing data in or near real-time and without issues through Merge, our AI agents can consistently make effective recommendations and decisions for each customer.

Swati Trehan
Head of Operations and Strategy

From data normalization to RAG, resources to get started

Why normalized data is critical for best-in-class retrieval-augmented generation (RAG)

Blog

How to build integrations that power enterprise AI search 

Blog

Why AI companies need both raw and normalized customer data

Blog

Make integrations your competitive advantage

Stay in touch to learn how Merge can unlock hundreds of integrations in days, not years

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