Solution guide · Proposed implementation. The worked scenario and contracts below are illustrative proposals, not delivered customer systems or measured outcomes.
Keep three kinds of answer separate
A property visitor might ask about a development's layout, the availability of a particular unit and whether they can visit tomorrow. Those questions depend on a project-content source, an inventory source and an agent's schedule. A single confident response can conceal a missing connection between them.
This proposed design keeps all three records separate. Askyio provides website-based multilingual voice/text interaction and enquiry capture. Inventory synchronization, agent scheduling and sector-specific disclosures require additional engineering and review. This is not evidence of an existing property deployment, telephone assistant or completed reservation service.
The aim is a useful explanation followed by a truthful next step. If current stock is unavailable, the assistant should still help with approved project information without suggesting that a rendered apartment is available to buy.
Establish the project context before answering
Start by asking which project the visitor means when the site covers several developments. Preserve that selection through the conversation and show it near the answer. Similar project names, phases and tower labels are easy to confuse, particularly when someone switches languages or arrives through an old campaign link.
Create a reviewed project-fact record with a stable project identifier, phase or building reference, approved source, applicable registration reference, reviewer and verification date. Store completion-date wording exactly as approved, including qualifications. Do not transform “anticipated” into “guaranteed” during summarization.
Measurements need explicit definitions. Record the area value, unit and measurement basis from the approved source. Carpet area, built-up area and other conventions should not be silently treated as equivalents. A unit conversion can preserve a quantity while still misrepresenting what was measured if its label changes.
Pricing needs similar care. Identify whether a published figure is a starting price, a particular unit's indicative price or a reviewed offer, and state which charges it includes. Do not infer a final payable total from a marketing headline.
Define a distinct inventory response
If a verified inventory integration is available, give it a narrow contract:
| Proposed inventory field | Required distinction |
|---|---|
| Project and unit identifiers | Resolve the exact phase/item rather than a similar marketing name |
| Unit type and status | Preserve source-defined available, held or unavailable states |
| Source system | Identify which authorized feed owns the answer |
| Fetched time and expiry | Establish whether the snapshot is still eligible to display |
| Display restrictions | Preserve limitations approved by sales operations and legal review |
Let the source define whether a unit is available, temporarily held or unavailable. The conversation layer should not invent these states from recent enquiries.
Availability is time-sensitive. A source response fetched this morning does not necessarily support a claim this evening. Agree the refresh and expiry rules with sales operations, then make the age visible where it affects the visitor's decision.
Without that integration, use a simpler route: explain the approved unit types and ask sales to confirm current availability. This may produce fewer apparent instant answers, but it avoids building a false inventory service out of brochures.
A legal reviewer should determine the required advertising and project disclosures for the relevant jurisdiction, including how they apply in translated answers. Registration information should be linked to its approved source; it should never be presented as a general guarantee of title, investment performance or delivery.
Make a visit request easy to review
For a site visit, ask for the project, preferred date windows, language and a minimal contact detail. Let the visitor inspect the request before submission. Do not ask for income documents or identity records merely to arrange an initial enquiry.
A proposed visit record contains a request identifier, project and location, preferred windows with timezone, contact permission, assigned queue, current status and any confirmed appointment reference. Distinguish requested, assigned, proposed alternative, confirmed and cancelled.
An agent assignment is not a confirmed appointment. The visitor should receive a confirmation only when the authorized scheduling process accepts a specific time. Until then, show that the preferred window is a request and identify the next step without inventing a response deadline.
Work through the wrong-phase failure
Consider an invented test in which a visitor opens a campaign page for Phase A but asks about a similarly named Phase B. The brochure retrieval returns a floor plan from Phase A. A separate inventory feed shows that the corresponding Phase A unit was sold earlier that day.
A weak system combines the attractive floor plan with the visitor's Phase B wording and offers a viewing as though the unit were available. The proposed system detects the mismatched project identifier before generating the answer. It asks the visitor to confirm the phase and does not reuse the wrong plan.
After Phase B is selected, it retrieves only approved Phase B facts. If there is no verified current inventory for that phase, it says availability needs confirmation. It can still submit a visit enquiry, but the receipt identifies Phase B and labels the time as requested.
The sales queue receives the same project identifier and source references that the visitor reviewed. Staff should not need to reconstruct which property was intended from an ambiguous free-text transcript.
Add the engineering that keeps sales records dependable
Project content needs approval and withdrawal workflows. A changed price basis or completion statement should invalidate earlier cached explanations. Translation versions should remain connected to the approved source version; a stale translation is still stale even when it reads naturally.
The inventory adapter needs mapping validation, freshness checks and a clear unavailable state. Do not merge two projects simply because their marketing names match. Add reconciliation reports for unit identifiers that appear in the feed but have no approved public record.
Routing requires territory or project ownership, working hours and reassignment rules. Handle duplicate visit requests using request identifiers rather than silently creating several appointments. Cancellation and rescheduling should follow the chosen scheduling system's confirmed outcomes, not conversational assumptions.
Apply retention and access rules to enquiry data. Avoid collecting unnecessary demographic details or using inferred personal characteristics to decide which properties someone may see. The public assistant should explain the visitor's selected options and route their request, not make opaque eligibility decisions.
Test meaning, freshness and handoff
Prepare paired-language tests for project names, units, prices and completion qualifications. Ask reviewers to identify meaning changes that could alter a buyer's expectations. Include a visitor who changes project midway through the conversation and another who uses a shorthand tower name.
Test stale inventory, sold units, an unavailable source, overlapping agent schedules and repeated submission. Verify that every confirmed visit has the required authoritative reference, and that a queued request never appears as booked.
Inspect the interface with people who cannot use voice. WCAG 2.2 provides relevant accessibility criteria for keyboard interaction and visible focus. Keep project facts, disclosure links and visit forms accessible through ordinary website navigation as well as the widget. A conversational feature should not become the only way to discover important information.
Measure wrong-project answers, unsupported availability claims, translation discrepancies and handoff completeness in the proposed pilot. These are evaluation categories, not claimed customer outcomes. Start with one well-maintained project and expand after the content and sales owners can handle exceptions reliably.
Explore Datahase's integration services and discuss the property enquiry workflow with approved project sources, inventory constraints, jurisdiction, language needs and agent ownership. Those details determine whether the first release should answer public questions only or include a carefully bounded live-data integration.
Product foundation and scope
Askyio's feature documentation and walkthrough describe a curated, versioned website knowledge base, an embeddable voice/text widget, multilingual interaction, owner-configured lead forms and custom API tools. These are documented capabilities, not independent accuracy, language-coverage or security tests. Grounding and source links do not guarantee a correct answer. The integration contracts, sector approvals, expiry rules and operational handoffs in this guide are additional proposed engineering, not delivered sector features.
Sources and applicability
Public sources checked 5 November 2026: the linked Askyio feature/walkthrough pages and WCAG 2.2. Project disclosures and advertising requirements need current jurisdiction-specific legal review; no particular local registration rule is asserted here. No source citation certifies the proposed implementation or establishes a customer outcome.