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MCP Data Integration

Enterprise data,
securely delivered with MCP

K2view powers GenAI with live, MCP-ready data products
that deliver accurate, personalized responses to every prompt

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One MCP server
for governed,
live enterprise data

Implementing MCP across fragmented enterprise data is complex. The information needed to ground GenAI is scattered across dozens of systems, each with its own schema, APIs, and access controls. Coordinating queries, resolving identities, and enforcing governance quickly becomes unmanageable.

K2view MCP Data Integration makes MCP simple. Each K2view data product is automatically exposed as an MCP server, giving MCP clients governed access to live, clean, and compliant enterprise data.

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Every data product becomes an MCP server, instantly

K2view powers MCP by deploying data products as an MCP server. Each data product unifies, masks, and cleanses multi-source enterprise data in real time.

The MCP server exposes data products as AI tools and resources, with prompt templates ready for use by MCP clients. When an AI chatbot, for example, sends a request, the K2view MCP Orchestrator retrieves the right data products, applies governance, and delivers trusted context instantly, all through a single MCP server.

 

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Entity-based data products, ready for MCP

K2view data products integrate and harmonize fragmented enterprise data by business entity. Using Micro-Database technology with dynamic caching and synchronization, they deliver real-time context to MCP clients.

With built-in data integration, governance, semantic alignment, and anonymization, K2view data products ensure sensitive information is always protected. Each business entity’s data is isolated and secured, giving GenAI apps compliant, precise, and contextualized access through MCP.

 

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Actionable data for MCP clients: resources, prompts, and tools

A K2view data product can be exposed as an MCP server, giving MCP clients direct access to resources, prompts, and tools.

The data product schema is exposed as a resource, so MCP clients are instantly schema-aware. Industry-specific prompts remove the need for custom instructions. And K2view data services are delivered as AI tools, making enterprise data directly actionable.

MCP data integration delivers real-time context to MCP clients

From prompt to context: MCP orchestration at work

With K2view, the MCP server orchestrator turns prompts into accurate, secure, and compliant context.

The MCP orchestrator plans the process, applies memory for continuity, and selects the right tools for the job — text-to-SQL, APIs, data services, or vector search. The orchestrator builds context from retrieved data, so your GenAI apps always receive fresh, governed information at conversational speed, with guardrails enforced at every step.

MCP data integration converts prompts to compliance context

See K2view MCP Data Integration in action

From data product to AI chatbot, powered by MCP

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Proven business impact
with K2view MCP Data Integration

Pelephone case study

Pelephone elevates customer experience with K2view MCP Data Integration

"For a GenAI-powered chatbot to be smart and effective, a GenAI-ready data infrastructure is required. That’s where K2view enters the picture."

Maya Bachar Gilad, Chief Information Officer, Pelephone
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"For a GenAI-powered chatbot to be smart and effective, a GenAI-ready data infrastructure is required. That’s where K2view enters the picture."

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Cellcom case study

Cellcom combines GenAI and customer data to improve customer service

"K2view allows us to integrate GenAI and customer data to transform customer service, and deliver real business value faster than ever."

Victor Malka, Chief Information Officer, Cellcom
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"K2view allows us to integrate GenAI and customer data to transform customer service, and deliver real business value faster than ever."

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Gartner Peer Review

"K2view has a unique approach of integrating enterprise data with the LLM's advantage"

Office of the CIO manager, Telecom
Company size: 50M - 250M USD
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Office of the CIO manager, Telecom

EXPERIENCE OUR Synthetic Data Generation TOOL

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Synthetic data generation

Create synthetic data for multiple systems based on user-defined business rules.

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Synthetic data subsetting

Provision a data subset from multiple systems using business parameters.

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Synthetic data masking

Anonymize production data in flight to ensure compliance with regulations.

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