AI Integration & Connectivity
Connect your data, systems and AI services.
Explore practical ways to connect product information, digital assets and business systems with AI services through Pimcore or OpenDXP.
CONNECTED DATA & AI
Make connected data useful in everyday work.
For manufacturers, wholesalers and distributors, useful AI starts with access to the right product information, documents and business systems. Disconnected spreadsheets and inconsistent records make that harder.
Stimulus helps Australian businesses connect data and systems and plan practical AI integration within Pimcore or OpenDXP implementations. The starting point is a specific task: preparing supplier data, drafting product content or helping people find information.
We define the data sources, service connections and review steps around that task, so your team can assess the result before it is used elsewhere.
Connect the systems. Prepare the data. Define the AI task.
Each layer has a different role. Connecting systems moves information. Preparing data gives it structure and context. Integrating AI adds a defined task to the process.
Connectivity
Use APIs, imports and exports to exchange selected information between your ERP, product platform, digital channels and external services. Define which system owns each type of data and how updates are handled.
AI readiness
Organise attributes, documents and relationships so the information needed for a task is available and understandable. Identify missing values, conflicting sources and access requirements before relying on the data.
AI integration
Connect an appropriate AI service to a specific application or workflow. Define its inputs, expected output, review steps and what should happen when the information is incomplete or the service fails.
Start with a task your team recognises.
These examples show potential implementation approaches. The scope depends on your data, chosen platform and connected services.
Prepare supplier data
Use AI to suggest field mappings, categories or consistent wording from supplier files. Your team checks ambiguous matches and exceptions before the data becomes part of the managed product record.
Example input: Supplier field “Colour finish”.
Suggested mapping: “Finish”.
Review: Confirm the meaning and permitted values before import.
Draft product content
Create a draft description from selected product attributes and approved documents. Review the wording and technical claims, and keep missing specifications visible rather than asking AI to fill the gaps.
Example input: Approved product attributes.
AI output: Draft description.
Review: Check every claim against the supplied information.
Find answers in managed information
Connect a search or assistant experience to selected product records and documents. Design it to show supporting sources, respect access permissions and refer unanswered questions to the right person.
Example question: “Where can I find the installation instructions?”
Intended result: A link to the relevant approved document, subject to access.
A related application
Voice and chat assistants may also capture an enquiry and pass a structured summary into a business process. Access to product, account or order information requires separately defined integrations and permissions.
CONTROLLED WORKFLOWS
Connect AI to the way your business works.
AI becomes useful when it can work with relevant information and pass results into the systems your team uses.
An integration could take selected product attributes and documents from Pimcore or OpenDXP, send them to an AI service for content enrichment, and return the proposed changes for review. Approved content can then flow to your website, B2B portal or other connected channels.
Stimulus can help define and build these connections, with the data sources, service access and review steps suited to your requirements.
Product data
AI service
Review
Digital channels
SYSTEM CONNECTIVITY
Connect the systems you already use.
Your ERP can continue to manage operational information while a product platform manages the product content and assets assigned to it. The integration design defines the authoritative source for each field, rather than treating every system as the master.
APIs, scheduled imports and exports can connect supplier files, product records, documents and digital channels. The appropriate method depends on the systems involved, available interfaces and how frequently information needs to change.
Field mapping, validation, update direction and failed transfers need to be designed explicitly. These connections support everyday operations whether or not AI is part of the process.
Sources
ERP
Supplier files
Documents
Shared rules
Ownership
Mapping
Validation
Destinations
Websites
B2B portals
External services
IMPLEMENTATION & PLATFORM FIT
Choose the approach around your process.
01
Define the first task
Agree what should happen, which information it needs and who will assess the result.
02
Map the data and connections
Review source quality, access, available interfaces and the services involved.
03
Implement and evaluate
Configure or develop the required integration, test it with representative records and agree the review and support process.
Pimcore and OpenDXP are alternative platform options. A solution may combine platform configuration, compatible extensions, an external AI service and custom integration work by Stimulus. Feature availability and compatibility need to be checked for the selected platform and version.
Frequently Asked Questions
LET’S TALK
Put your data and systems to work.
Tell us about the information your team works with, the systems you use and the task you want to improve. We’ll help you define a practical starting point for connectivity and AI integration.