CuboAi · AI baby monitors
AI integration case
Parent care assistant
Model comparison, setup and Wi-Fi help, warranty and returns; verified order lookup; handoff with summary
Explore the workflow
SOLUTION · RETAIL & COMMERCE
AI for commerce content and support
Prepare product content and support responses from approved information. Keep brand review, publishing authority and order exceptions with the team.
Connect content to product facts
Product descriptions and support replies depend on current specifications, policies and order information. We select one repeated workflow and identify the approved source for each important claim.
The system drafts or retrieves within that scope, with review before publication or a consequential customer action. We assess channel interfaces, access rules, load and model-provider data handling before rollout.
- Approved sources for claims
- Product facts
- Publication authority stays explicit
- Brand review
- A defined human handoff
- Exceptions
Capabilities
- Product-content drafts
- Prepare titles, descriptions and language drafts from approved attributes and terminology.
- Support knowledge
- Retrieve the relevant policy or order information and define a route for unresolved requests.
- Review and publication
- Keep claim checks, brand approval and publishing permissions explicit.
- Channel integration
- Assess the storefront, OMS, PIM and support interfaces needed for the first workflow.
Use cases
- Product catalogue preparation
- Draft content from product records and send it through brand and specification review.
- Support reply preparation
- Retrieve current policy and order context to prepare a response for the agreed review flow.
- Demand planning support
- Compare forecasts with existing planning baselines before using them for stock decisions.
Delivery cadence
01 · SCOPE
Choose one content or support task
Agree on sources, reviewers, channels and acceptance criteria.
02 · BUILD
Connect records and drafts
Build the required source connections, generation or retrieval, and review flow.
03 · EVALUATE
Check facts and operations
Test claim accuracy, terminology, exceptions and load against representative work.
04 · LAUNCH
Confirm publication and support owners
Agree on approval, monitoring and incident responsibility before wider use.
FAQ
How do you maintain the brand voice?
Use approved examples, terminology and writing rules, then evaluate drafts with your team. Brand reviewers retain final publication approval.
How do you prevent incorrect product claims?
Map important claims to source records, test generated content and flag unsupported details. Review rules and approval are required; generation alone does not guarantee accuracy.
Can it connect to our commerce stack?
We assess the available APIs, permissions and platform constraints for the first workflow. The scope identifies supported connections and required changes.
How is customer and order data protected?
Review data access, hosting, transfers, retention and model-provider policies with security. The agreed controls and operating responsibility are documented before launch.
TENTEN × DIFY
AI connected to existing systems, with clear working boundaries
From Tenten’s October 2026 consulting deck: five client platforms, their AI integration workflows, data sources and human review.
Start with one workflow.
Agree on the next step.
Leave your contact details and question type. We will follow up by email to understand the work and discuss scope.