Use-case and guardrail design
Define supported questions, unacceptable answers and when to hand off to a person.
A useful AI assistant should solve a defined problem. We begin with use cases, knowledge sources, escalation paths and reliability constraints rather than adding a bot just for appearances.
Businesses exploring website enquiry assistants, internal information helpers or guided lead capture.
Define supported questions, unacceptable answers and when to hand off to a person.
Connect a chat interface to a suitable model/API or business service as agreed.
Test common user questions, failure responses and information boundaries.
Explain model/API usage charges, hosting and support requirements upfront.
We confirm scope before committing to functionality, delivery dates or budget.
Share your service, audience, existing tools and the specific outcome you want.
Confirm deliverables, integrations, permissions, review stages and third-party costs.
Test the agreed work and provide practical next steps or ongoing support options.
No. It must be scoped, tested and given appropriate fallback paths.
WhatsApp automation needs an approved compatible Business Platform/provider integration beyond a normal WhatsApp app.
Third-party model and messaging charges are separate unless explicitly included.
Share your business goals, useful references, features and timeline. We will respond with the next steps and a scope-based quotation.