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Websites. Software. AI. Automation.
Small teams answer the same twenty questions every day — hours, pricing, policies, availability, order status. Generic chatbots make things worse by confidently inventing answers, which costs more trust than it saves time.
The distinction that matters commercially is retrieval versus invention. This build answers only from the business's own documents and says so when it doesn't know — which is the version a business owner can actually put in front of customers.
The assistant retrieves from the business's documents, policies and product data. Answers cite what they came from, and it declines rather than guessing.
Website widget and WhatsApp share one knowledge base, so a customer gets the same answer wherever they ask.
Anything outside the knowledge base — or any customer who asks — is escalated with the conversation history attached.
Demonstrates an assistant that reduces repetitive support load without the reputational risk of a bot that invents answers.
This is a concept build, so there are no traffic or revenue figures to report — we only publish those for live client projects.
Other concept builds showing what we can put together for an Indian business.