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Platform Integrations

Connect what you already use—
do not rebuild everything

Choose the right implementation path for your commerce platform, custom website and service channels.

Shopify WooCommerce SHOPLINE CYBERBIZ POS / ERP CRM / CDP
Platforms

Implementation options by environment

Shopify is available with a 14-day free trial. SHOPLINE and CYBERBIZ integrations are under evaluation. Custom websites can be assessed for API, widget or project delivery.

Architecture

Separate data, intelligence and experience

A practical integration keeps catalog synchronization, AI retrieval and front-end experience modular. This helps teams evolve one layer without replacing the entire stack.

1

Catalog and knowledge data

E-commerce platforms, ERP, PIM, POS, spreadsheets, or existing databases.

2

Search and recommendation services

Clean, match, and complete product data; establish search indexes and synchronization rules.

3

Website, messaging and on-site interfaces

Brand websites, event pages, store tools, customer service interfaces, and future new channels.

Integration Methods

Match the connection to your operating model

API and webhook

Suitable for platforms requiring real-time querying and two-way synchronization.

Scheduled data synchronization

Proactively notify users of changes in orders, inventory, or products.

Embedded search component

Import large amounts of data via CSV, JSON, XML, or scheduling.

Front-end components

Integrate the search experience into existing websites via API or embedded components.

Ownership

Data sovereignty and portability

Data fields, conversion rules, index design, and analysis events should all be clearly documented. Brands can retain export capabilities to avoid new vendor binding.

Reliability

Synchronous monitoring and anomaly handling

Handle API rate limiting, field anomalies, stockouts, or data delays using a logging, retry, alerting, and manual review process.

Security

Minimum permissions and data hierarchy

Obtain only the permissions necessary to complete the service; personal data, order data, and product data are handled in a hierarchical manner, and access records are maintained.