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title: "apiworx.data — Canonical Data Layer for Ops &amp; AI | APIWORX"
description: "One governed model for customers, orders, products, inventory, invoices, and shipments — unified across every system, with per-field source provenance on…"
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---

Commerce iPaaS · 60+ operated connectors · Ops team included · Flat-fee pricing

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[Home](/)[Platform](/platform) apiworx.data 

apiworx.data 

# The canonical data layer your operations and AI agents can finally trust.

apiworx.data unifies every business entity across every connected system into one normalized, governed model — with per-field source provenance on every record.

[Let's Automate](/free-assessment) [Open Live Explorer](/data-nexus/explorer)

app.apixx.io/data 

![apiworx.data dashboard — 6,542 canonical records across 15 entity types, 36 relationships, 84% healthy](/__l5e/assets-v1/2422e2ee-eceb-48a9-9bf4-a2f315ff703c/data-dashboard.png)

apiworx.data — one governed model across every connected system

The differentiator

## Every field carries its own source provenance.

A canonical record is not enough. In apiworx.data, every field on every record records which upstream system supplied the value, when it was last written, and which mapping produced it. When finance asks "why does this order total differ from Shopify," the answer is one click deep.

-   Per-field source system, timestamp, and mapping version 
-   One canonical record, N external identities preserved 
-   Auditable trail from canonical value back to the raw source row 

Mossy Oak

9 days → 3 days

Month-end close after moving reconciliation onto apiworx.data.

app.apixx.io/data/records 

![apiworx.data Live Records — a customer record with per-field source provenance from Shopify, NetSuite, and Klaviyo](/__l5e/assets-v1/a37a5d19-1176-4ed8-bfb4-54306ba1870d/data-records.png)

All entities 184k Customers 34k Orders 58k Products 12k Inventory 8.4k Invoices 41k Payments 39k Shipments 22k Returns 1.2k Companies 6.1k Contacts 8.4k Quotes 3.8k Price Lists 412 Categories 284 Vendors 612 Warehouses 47 

Jump to section: [Sources](#sources)[Schema](#schema)[AI query](#ai-query)[Records](#records)

What it is

## One model. Every entity. Every system.

Most teams have a warehouse for analytics, an iPaaS for sync, and a pile of vendor APIs for everything else. apiworx.data collapses that into a single canonical layer that operations, finance, and AI all read from.

### Canonical entity model

15 normalized entities, 200+ fields, 36 relationships — covering the entire order-to-cash lifecycle out of the box.

### Governance built in

Confidence scores, freshness timestamps, source provenance, and normalization status on every record.

### Operational, not analytical

Continuously updated and wired into the integration runtime — the same record powers your sync, dashboard, and AI agent.

### AI-ready by default

apiworx.ai queries the canonical layer directly. No prompt engineering against vendor schemas.

Operational coverage

## Know what's unified — and what isn't.

Real-time counts across every canonical entity, with growth trend per entity type. No more guessing whether the 184,291 records in your dashboard reconcile to your ERP.

-   15 normalized entity types out of the box 
-   Per-entity growth, freshness, and confidence 
-   Click through to any record, any source 

![apiworx.data entity coverage KPI cards](/assets/kpi-BCc8fGJ4.png)

![Source coverage and contribution per connected system](/assets/sources-tckpAnJj.png)

Source provenance

## Every record knows where it came from.

See contribution, freshness, and normalization quality per source — Shopify, NetSuite, Sage Intacct, BigCommerce, HubSpot, custom ERP APIs. When a sync goes stale, you find out before finance does.

-   Live / Recent / Stale freshness per source 
-   Per-source normalization percentage 
-   Field-level coverage and missing-field heatmap 

Unified schema

## The canonical model, mapped and version-controlled.

200+ fields across 15 entities, with 36 entity relationships covering the full order-to-cash lifecycle. Every mapping is explicit, auditable, and shipped with the platform — not negotiated per project.

[Browse the schema](/data-nexus/schema) [Read the data model spec](/data-nexus/unified-data-model)

![Unified schema coverage with order-to-cash entity lifecycle](/assets/schema-BsPZGxQj.png)

![Recent unified records with cross-system source attribution and confidence scores](/assets/records-Bwl8ujey.png)

Live records

## One screen for every entity, every source, every confidence score.

Search by customer name, SKU, order number, email, company, or external ID and see the unified record across every system that contributes to it — with status, confidence, and last-updated freshness.

-   Cross-system attribution chips on every record 
-   Confidence + status badges (Healthy, Warning, Stale) 
-   Direct deep-link to source records 

Operational analytics

## Trend, distribution, and growth across every entity.

Built-in operational analytics let you spot anomalies before they become P&L issues — order growth diverging from inventory, customer creation slowing, invoice volume spiking.

![Entity growth, sync activity, and entity distribution analytics](/assets/analytics-D20qY4-h.png)

Why teams adopt it

## The use cases that drive adoption.

### Stop reconciling, start operating

Finance teams close the month against one canonical Invoice + Payment model — not three vendor reports.

### Find the truth in 30 seconds

Search any customer, order, or SKU across every system from one screen with full source attribution.

### Power AI agents you can trust

Ground every agent response in the canonical layer. No hallucinated counts, no stale data.

### Build internal tools faster

Ship customer portals, ops dashboards, and partner integrations against one stable read API.

## Go deeper

The canonical layer ships with everything below. Browse the live explorer or jump straight to a specific entity.

[Live Explorer ](/data-nexus/explorer)[Schema Reference ](/data-nexus/schema)[Unified Data Model ](/data-nexus/unified-data-model)[Benefits Overview ](/data-nexus/benefits)[apiworx.ai ](/ai)[Connectors ](/connectors)

[Open the live explorer](/data-nexus/explorer)

FAQ

## Common questions

### What is apiworx.data?

### How is this different from a data warehouse or reverse ETL?

### Which entities are unified?

### How does apiworx.data handle data quality?

### Can I query apiworx.data with AI?

### Do I get an API on top of the canonical layer?

### How long does it take to get value?

## See your operational truth in one layer

Tell us about your stack — we'll show you exactly which entities unify and where the value lands first.

[Let's Automate](/free-assessment) [Explore the Platform](/platform)

[![APIWORX managed integrations logo](data:image/webp;base64,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)](/)

Connect commerce, ERP, and operations into one canonical data layer with AI-powered reasoning.

APIWORX LLC  
1401 Lavaca Street Suite 241  
Austin, TX 78701

[214-717-5900](tel:+12147175900)

[](https://x.com/apiworx)[](https://www.linkedin.com/company/apiworx)[](https://www.facebook.com/apiworx)[](https://www.instagram.com/apiworx)

Platform

-   [APIWORX Overview](/platform)
-   [apiworx.flow](/apiworx-flow)
-   [apiworx.data](/apiworx-data)
-   [apiworx.ai](/ai)
-   [apiworx.crew · Beta](/apiworx-crew)
-   [MCP](/mcp)
-   [Architecture](/architecture)

Who We Help

-   [Ecommerce Leaders](/uses/ecommerce)
-   [Finance Teams](/use-cases/financial-integration)
-   [IT & Engineering](/architecture)
-   [Operations](/use-cases/operational-monitoring)
-   [Ecommerce Industry](/uses/ecommerce)
-   [Wholesale & Distribution](/uses/distribution)
-   [Manufacturing](/uses/manufacturing)
-   [B2B Suppliers](/supplier-portals)
-   [View All Solutions](/solutions)

Popular Integrations

-   [NetSuite Integration](/integrations/netsuite)
-   [Sage Intacct Integration](/integrations/sage-intacct)
-   [QuickBooks Integration](/integrations/quickbooks)
-   [Acumatica Integration](/integrations/acumatica)
-   [Amazon Marketplace](/integrations/amazon-marketplace)
-   [Browse All Connectors](/connectors)

Resources

-   [Blog](/blog)
-   [Guides & Playbooks](/resources)
-   [Documentation](https://app.apixx.io/docs)
-   [Developer Resources](/developers)
-   [Case Studies](/case-studies)
-   [Compare iPaaS](/compare)
-   [iPaaS Alternatives](/alternatives)
-   [Support Portal](https://portal.apiworx.com)

Company

-   [About Us](/about)
-   [Services](/services)
-   [Team](/team)
-   [Security & Compliance](/security)
-   [Partner Program](/partners)
-   [Careers](/careers)
-   [Talk to an expert](/free-assessment)

© 2026 APIWORX LLC. All rights reserved.  |  Last revised August 20, 2026

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