One governed model. Every channel. Every agent.
DX Graph is an operational semantic layer. Product, customer, pricing, inventory, orders, content, and entitlement are modeled once — governed, related, and read directly by everything downstream. It's the layer that makes your business answerable as one thing instead of eight.
The Problem:
Ask five systems what "available" means and you'll get five answers
The ERP means in stock at the warehouse. The OMS means allocatable after safety stock and open orders. The commerce platform means whatever the last feed said forty minutes ago. The store system means on the shelf, probably. And none of them accounts for whether this particular customer, in this region, at this loyalty tier, can actually buy it.
Every one of those answers is correct inside the system that gave it. None of them is the brand's answer, because nothing in the stack is responsible for holding one.
That's not a product data problem. It repeats for every entity you operate on. Customer means one thing to the CDP and another to the commerce platform. Price means list in the ERP and something else after promotions and contracts resolve. Each system holds a fragment and a private definition, and every channel that needs the whole picture assembles it again from scratch.
DX Graph is the layer that holds what things mean
A Business User Friendly Interface
Business teams own the definitions Entities, attributes, taxonomy, enrichment, classification, and rules are authored and governed by the people accountable for them — not buried in platform configuration or maintained in spreadsheets.
Prepare, Validate and Enrich Your Data
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.
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.
Connects to what you already run
Scheduled syncs, event-driven updates, and direct API writes across ERP, PIM, OMS, CRM, CMS, and search. The governed layer sits above your systems. Nothing has to move.
Make Your Offline Data Real-time and Accessible to Any Frontend
Frontends, applications, partners, and agents read DX Graph directly. One model, every consumer — including the ones you haven't built yet.
Unify Data from Any Source. Enable Access to Any Consumer.
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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.
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Normalize structures: Convert nested, array-based, or file-based inputs into clean, queryable schemas.
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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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Your Single Source of Truth
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.
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Create a single, connected view of products, content, customers, and more.
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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.
Use Cases
Turn raw data into governed, agent-ready knowledge your experiences can reason over.
The context layer for agents
Conscia DX Graph is an API-first semantic knowledge base for agents like shopping and support bots. It models products, variants, pricing, availability, orders, and policies—and the relationships between them—so agents can answer and act on real business truth instead of stitching together inconsistent data from multiple systems.
DX Graph also includes a native vector index, so you can combine Graph RAG (relationship- and rule-aware grounding) with traditional vector RAG (similarity search over descriptions, FAQs, reviews, and other unstructured content). The result is smaller, cleaner context packages, fewer hallucinations, and more reliable agent responses in production.
Conscia DX Graph as a PIM for ecommerce
Conscia DX Graph is an API-first, semantic product catalog that can play the role of a modern PIM for ecommerce brands. It unifies product data from your commerce platform, ERP, supplier feeds, and legacy databases into one governed model—products, variants, attributes, categories, and relationships—then exposes that “single product truth” through fast, channel-agnostic APIs.
Unlike a traditional PIM that mainly manages editorial workflows and batch exports, DX Graph is built for real-time product delivery: validate completeness, normalize attributes, enrich metadata, apply hierarchies and taxonomies and serve product data to headless storefronts, mobile apps, search, and AI agents from the same canonical graph. The result is fewer inconsistencies, less duplication across systems, and a product catalog that stays usable as you add new channels and agentic experiences.
Hear what our customers have to say...
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.
Build one governed source of truth for every experience.
Get in touch with us to get started today!