Build trusted AI products and agents on your data

    Raily provides the context layer that connects your data to AI products, agents, and customer experiences.

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    Raily environment
    Context layer
    Turn data and knowledge into reusable context.
    Interaction layer
    Dynamically shape every AI interaction.
    CUSTOMER AI
    Your app
    Support agent
    PARTNER AI
    Partner app
    Partner API
    PUBLIC AI
    Claude
    ChatGPT
    CUSTOMER AI

    Raily is the deployment layer for context across AI products and experiences.

    Move context, not infrastructure. Use the data in your existing systems across customer products, partner services and agents. Raily determines how it participates in every AI interaction.

    Business rules that define every interaction

    The same data can work differently for customers, partners and agents. Apply identity, entitlements and business rules at the point of interaction.

    Context built for any use case

    Bring together structured data, content, vector stores and existing semantic layers so each AI product gets the context it actually needs.

    Measure the result

    Serve, monitor and continuously improve AI systems against business outcomes

    One Raily environment serving many AI productsThe Raily Deployment Layer and Context Layer together serve customer, product, partner, public and agent AI surfaces.RailyDEPLOYMENT LAYERCONTEXT LAYERCUSTOMER AIAssistants and experiencesshaped by customer identityPRODUCT AIAI data products and servicesbuilt on a shared contextPARTNER AIDefined by partner relationshipor territoryPUBLIC AIPublic assistants and agentswith governed answersAGENTS & APISAgent platforms, workflows &custom applications
    Works withChatGPTClaudeGeminiAgentforceMicrosoft CopilotPerplexityOpen source & custom modelscustom agents & APIs

    Platform capabilities

    Context-Aware Data

    Connect and understand: structure across formats, retrieval and relationships, source and freshness.

    Agent Collaboration

    Dynamically assemble and control how your context participates in every AI interaction.

    Answer Intelligence

    Understand what was retrieved, how it contributed to the generated answer and how that answer performed.

    What teams are deploying with Raily.

    > 180,000 articles AI-ready in hours

    Choose your path

    Built for the needs of different teams.

    For Data & AI Leaders

    Scale AI without rebuilding the data path.

    • Use the same data across customer products, partner services and AI agents
    • Keep context and business rules consistent from source to answer
    • Launch new use cases without another bespoke retrieval, permissions and evaluation stack
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    For Architects & Engineers

    Bring your stack. Build from there.

    • Connect structured data, content, vector stores and existing semantic layers
    • Configure identity, entitlements and use case rules in one environment
    • Serve, trace and evaluate answers across every production AI product
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    Raily works across your databases, vector stores, semantic layers, models and cloud infrastructure.

    Use the whole system end to end, or add individual capabilities where your existing stack needs them.

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    Permissions that travel with the data.

    Free, subscriber, member and professional access set once, and enforced on every request on every surface.

    Production in days.

    Connect a source and go live without a rebuild or a migration.

    Answers you can audit.

    Every response linked to its source.

    Lower cost to serve AI.

    One index and one entitlement layer, replacing a separate retrieval pipeline, auth layer and usage tracker for each use case.

    Make your data part of every AI interaction.

    Deliver content and data through the AI applications and agents your users already use, with governance, analytics, and control from a single platform.

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