DX Graph - AI-Native Data Federation Layer | Conscia
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DX Graph:
Your Data, Now Conversational

 

Transform any data source into AI-ready, searchable knowledge—no AI infrastructure required

Now with Semantic Intelligence Built-In

Turn every collection into a conversational experience:

✓ Natural language search across all your data

✓ Zero additional infrastructure needed

✓ From spreadsheet to AI assistant without the hassle

Key Features

Semantic Index [NEW]

Make any data conversational with one click. Every DX Graph collection now includes semantic search capabilities—no additional vector databases, no embedding models, no AI PhD required.

Connect to Any Source and Syndicate to Any Destination

In an enterprise stack, data needs to be syndicated across multiple backends including PIM, ERP, CRM, Commerce Engine, CMS, Search and more.  Conscia offers various no-code approaches to moving data between systems including batch/file-based, real-time, event-driven and webhooks.

Prepare Your Data for Prime Time

One of the common challenges faced by organizations is the quality and heterogeneity of data residing in siloed systems. Before data is consumed by downstream applications, it is important to validate and optimize its quality.  Conscia offers data quality checks to empower data providers and consumers to validate its quality before pushing to live environments.

Make Your Offline Data Accessible to Any Frontend

Every data source becomes a modern and API-accessible.  Make offline systems online. Make legacy systems modern..

Access Control and Governance

Conscia offers granular, collection and record-level control over data, allowing you to keep your data safe.  Whether you're accessing data from the UI or the APIs, the controls carry through seamlessly.

A Single Version of Truth for All Your Data

Conscia’s DX Engine includes a business rules engine that lets teams define logic based on real-time context, such as customer segments, channels, locations, or device types. It determines what content, products, or promotions to deliver—without touching the frontend code.

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Unify Data from Any Source.  Enable Access to Any Consumer.

Data Enrichment & Validation

Turn messy, inconsistent data into channel-ready experiences.


Most enterprise data isn’t API-ready. DX Graph equips business and technical teams to validate, normalize, and enrich records before they flow downstream. With configurable Inspector Cards and rule-based transformations, you can spot gaps, correct errors, and apply taxonomies at scale—all through a self-service UI.

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  • Validate at source: Flag missing images, invalid formats, or outdated records.

  • Normalize structures: Convert nested, array-based, or file-based inputs into clean, queryable schemas.

  • Enrich intelligently: Apply overrides, merge fields, and auto-classify data with taxonomies and hierarchies.

 

The result: a trusted foundation of data that fuels personalization, AI, and omnichannel experiences—without burdening your engineering teams.

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A Data Federation Layer

Unify siloed data without costly rip-and-replace.


DX Graph acts as a federated data layer on top of your CMSs, PIMs, DAMs, ERPs, and legacy systems—whether or not they expose APIs. By syncing content and data into a connected graph, DX Graph provides a 360° view of every business entity powering your digital experiences. From there, teams can deliver that unified data to any channel via real-time APIs or scheduled jobs, without disrupting existing infrastructure.

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  • Encapsulate legacy systems in a modern API-first layer.

  • Create a single, connected view of products, content, customers, and more.

  • Expose clean, federated data to downstream apps, websites, and agents—fast.

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With DX Graph, enterprises can modernize at their own pace, layering composability and orchestration on top of what already works.

Enable Conversational AI with a Semantic Index

The DX Graph now offers a Semantic / Vector Index for every collection, making your data conversation-ready for AI agents. Beyond simple keyword queries, agents can now understand the meaning, relationships, and context within your data and content. Because DX Graph unifies and enriches information from siloed and legacy systems into a centralized, API-first data layer, the semantic index works across a complete 360° view of your business entities. This enables AI-powered assistants to retrieve, filter, and compose accurate, real-time responses—driving secure, personalized conversational experiences for your customers, partners, and employees.

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Proud Member of the MACH Alliance

All Conscia is built from the ground up with the M-A-C-H principles, ensuring a future-proof and adaptable technology stack.  This certification offers a guarantee to you that you are investing in an orchestration platform that is built on the principles of composability, i.e microservices architecture, API-first, Cloud-Native and Headless.  This robust architecture ensures that our orchestration layer will adapt and scale effortlessly with your evolving needs, providing seamless interoperability with all API-first technologies in your tech ecosystem.

Move to Composable 5X Faster, at 1/5 of the Cost

Ready to orchestrate your digital ecosystem?  Start building a future-proof architecture with Conscia’s Orchestration Engine. Choose a plan or talk to our team for a custom solution.

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