Product and knowledge
7 Ways Knowledge Graphs Can Improve Business Calls
Business questions often depend on how facts connect. A course has an intake and a campus; a property belongs to a project; a service has a particular renewal period. A knowledge graph can represent those relationships so a voice agent has a clearer route to relevant context. Its value depends on the quality and freshness of the supplied data.
Human-like voice agents. 11 Indian languages and English.
1. Resolve similar names
Two branches or products may share part of a name. Use connected attributes such as location or category to identify the intended entity. Ask the caller for clarification when more than one candidate remains. Getting the entity right is more useful than producing a quick answer about the wrong item.
2. Connect a product to its attributes
Link a product or variant to the specifications the business has verified. A caller can then ask a follow-up about a related attribute without restarting the search. Keep absent attributes absent. A relationship structure helps organize known information; it does not make missing compatibility facts safe to infer.
3. Keep campus and programme information together
Admissions questions may involve a programme available at one campus but not another. Connected records can keep those distinctions visible. Include the relevant intake and current published information where available. A correct answer about the programme generally can still be wrong for the campus the caller selected.
4. Use locality context in property enquiries
Connect a listing with its project, locality and approved features. This can help an agent answer a sequence of related questions while preserving the buyer’s reference point. Keep current availability in the authoritative system. Knowledge about a property’s characteristics is different from confirmation that it can still be reserved.
5. Find the relevant policy context
A support question may depend on the product, purchase channel or service involved. Represent the links that determine which approved policy applies. Retain source references and dates where available. If the available data does not establish applicability, ask for the missing context or route the question to the team.
6. Prepare a better handoff
Include the relevant entity references with the caller’s question and captured requirements. A salesperson or support agent can then identify the same product, order or programme without repeating the search. Keep retrieved facts distinct from the customer’s statements. This makes disagreement or missing information easier for a person to investigate.
7. Expose gaps in business knowledge
A graph lookup that returns no useful connection is a signal to improve the underlying material. Record which question and entity led to the gap. Review recurring gaps with the business owner. Do not conceal them behind a plausible answer; they often reveal where customers need information the business has not supplied clearly.
Build the first workflow with Swarit
Swarit combines 11 Indian languages and English with a step harness for the process and graph lookup for connected business knowledge. Start with one of these workflows, define the required fields and decide what counts as completion. Connect and verify the relevant business tools before representing an external action as done.
Start with a small, maintained set of entities and relationships for one workflow. Swarit pairs graph lookup with a step harness so the agent can use business context while tracking the enquiry. Test correct answers, ambiguous references and missing information together.