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AI CONTEXT MANAGEMENT

AI Context Platform

K2view turns fragmented enterprise data into business operational context. It then delivers and dynamically governs the precise context and actions each AI interaction requires, evaluating every outcome against the context used. 
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AI Context Platform consists of 4 components: AI Context Delivery, AI Evaluations and observability, AI-Ready Data Products, and AI Runtime Governance
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How do you connect enterprise AI to the data your business runs on?

Enterprise data is fragmented across systems and constantly changing. What each AI interaction can access or update depends on the user, agent, and task.

K2view turns this data into reusable business context for grounded responses and authorized actions, with governance and evaluation built into every interaction.

TRUSTED BY THE WORLD'S LEADING ENTERPRISES

Turn enterprise data into business operational context

Built on the Data Product Platform, K2view’s AI Context Platform adds data agents for context delivery, dynamic runtime governance, and AI evaluation and observability.
K2view AI Context Platform architecture

Connected by business entity

Context brings together the relevant data, relationships, history, and meaning surrounding a specific customer, account, order, or other business entity.

Ready for operational AI

Business-fresh context is delivered at conversational speed through AI tools and interfaces including MCP, APIs, and SQL, enabling AI to retrieve precise data and execute authorized actions.

Governed for every interaction

Data and permitted actions are dynamically determined for each interaction based on the user or agent, task, permissions, consent, privacy, and entity scope.

Manage AI context from foundation to outcome

Build AI-ready data products, deliver and govern the context and actions each interaction requires, and evaluate every outcome against the context used.

AI-ready data products

Entity-centric data products are built using AI-automation, and turn multi-source enterprise data into business operational context.

  • Manage every entity instance in its own isolated Micro-Database™

  • Provides millisecond access with policy-driven, bi-directional synchronization

  • AI-automated discovery, classificaton, entity modeling, and pipeline engineering

Explore AI-Ready Data Products
AI-ready data product foundation for the AI Context Platform zoom image
A Customer data product unifies related CRM, billing, and asset data.

AI context delivery

Data agents decouple enterprise data handling from business AI agents and deliver the precise context each interaction requires.

  • Interpret requests and identify the relevant entities and data products

  • Invoke dynamic queries, data-product tools, MCP, and RAG pipelines

  • Assemble structured and unstructured context or execute authorized write-back

Explore AI Context Delivery
Ai Context Delivery, part of the for the AI Context Platform zoom image
A data agent assembles precise customer context through entity-scoped queries.

AI runtime governance

Dynamically determines and enforces the data and actions permitted for every AI interaction.

  • Evaluates the user or agent, task, permissions, and policy

  • Applies consent, privacy, entity-scope, and task-scope requirements

  • Enforces controls in flight across queries, tools, context, and actions

Explore AI Runtime Governance
AI Context Platform enables AI runtime governance zoom image
Runtime hooks govern context, tool calls, data, and responses in flight.

AI evaluation & observability

Evaluates AI outcomes against business operational context before deployment and in production.

  • Captures the context, policies, tools, actions, outputs, and costs

  • Monitors interactions and accelerate audit and root cause analysis

  • Replays interactions and package them as regression test cases

Explore AI Evaluation & Observability 
AI evaluation and observability is integral to the AI Context Platform zoom image
Evaluate every outcome with the complete interaction trace.

Cellcom transforms customer service with business context

See how Cellcom combines GenAI with trusted customer data and context to improve service, accelerate resolution, and reduce new agent onboarding time.

Pelephone case study

Pelephone powers GenAI customer service with trusted customer context

"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 transforms customer service with AI-ready customer data

"K2view allows us to combine GenAI and AI-ready 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 combine GenAI and AI-ready 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
Frame 91213
Office of the CIO manager, Telecom
context

Put business context to work for enterprise AI

See how K2view connects your enterprise data to AI through reusable context, governed actions, and measurable outcomes.

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