Troika Tech provides AI calling agents that can speak English, Hindi and Marathi, along with other Indian languages and natural mixed-language speech. For real estate businesses, these agents can make or handle calls within a defined workflow, ask questions based on an approved script, qualify enquiries and route conversations to a human when needed. The aim is to help teams manage repetitive calling tasks while keeping sales staff involved where personal attention matters.
From the first call to a tested workflow
Define the calling workflow
Identify whether the agent should respond to property enquiries, qualify buyers, follow up on campaign leads or help coordinate site visits.
Prepare the script and language flow
Build the conversation from your project documents, define qualification questions and test English, Hindi and Marathi responses using real calls.
Connect lead sources and handover rules
Use available APIs to connect relevant CRM records, property portal or lead-ad forms, calendars and other required tools, with clear rules for transferring calls to your team.
Test, refine and go live
Launch a narrow workflow in a short cycle, monitor campaign conversations and tune the scripts; a full qualification flow takes longer because each campaign and language needs testing.
Calling workflows for Mumbai property teams
Residential developers in Powai and the Eastern Suburbs
Developers handling enquiries from working professionals and families can use AI calling to ask about budget, preferred configuration, possession expectations and site-visit interest. This gives the sales team a more structured starting point when a buyer is ready to discuss a project.
Commercial property teams in Bandra Kurla Complex (BKC)
Commercial property teams dealing with office-space enquiries can use a defined calling flow to understand business requirements, preferred locations, space needs and viewing availability. The agent can collect initial information before a specialist takes over the detailed discussion.
Real estate channel partners serving Mumbai's wider market
Channel partners managing enquiries across multiple projects can use AI calling to follow up with prospects and identify which conversations need human attention. Hindi, Marathi and English support is particularly useful when buyers and brokers prefer different languages during the same sales process.
Give your property team a practical way to qualify enquiries in the languages your buyers prefer. Discuss a suitable calling workflow with Troika Tech.
Request a demo callQuestions about multilingual real estate calling
Troika Tech offers AI calling agents that support Hindi, Marathi and English, as well as other Indian languages and natural mixed-language speech. A real estate workflow starts with an agreed purpose, such as following up on an enquiry or checking a buyer's interest. The agent follows a script prepared from your documents, records information within the defined workflow and transfers the conversation to a human when the handover rules require it. Language testing helps confirm that the conversation works in practice.
Mumbai property enquiries can involve different language preferences, even within one sales campaign. A buyer considering a home near Powai may prefer Marathi or Hindi for an initial conversation, while another prospect discussing commercial space around BKC may prefer English. A multilingual calling workflow helps teams collect the same essential information without requiring every initial conversation to be handled manually. Sales representatives can then focus on project explanations, negotiations and site visits that need human judgement.
Developers, brokers and channel partners can benefit when they receive recurring enquiries that require similar qualification questions or follow-up calls. It is especially relevant when sales teams need to distinguish between prospects who are ready for a discussion and those who need more information first. However, AI calling is not a replacement for every sales conversation. If a buyer needs complex financial advice, a sensitive negotiation or a detailed explanation of legal terms, the workflow should route that discussion to an appropriate human representative.
Troika Tech's stated pricing is equivalent to Rs 9 to Rs 12 per minute, billed per second, with telephony included. Setup is usually waived for a limited period. Your actual cost depends on how the workflow is used, including the duration and volume of calls and the complexity of the scripts and language testing required. Before proceeding, ask for the applicable commercial terms and clarify which workflow is included so you can assess the cost against your current calling process.
A narrow workflow can go live in a short cycle, while a full buyer-qualification flow takes longer because each campaign needs its own script and each language must be tested on real calls. Troika Tech's process can include preparing the script, defining human handovers and monitoring calls after launch. Compliance handling includes TRAI and DLT registration of sender headers and content templates, consent capture and timestamping at enquiry, DND and opt-out handling across campaigns, disclosure that the caller is automated, and defined data-retention periods. The exact implementation should reflect the applicable requirements for the campaign.
Troika Tech supports English, Hindi, Marathi, Gujarati, Tamil, Telugu, Kannada, Malayalam, Bengali and Punjabi, along with natural mixed-language speech. This can help when a Mumbai prospect moves between Marathi, Hindi and English during a conversation. Integrations can connect CRMs, ERPs, lead-ad and portal forms, calendars, payment links and WhatsApp through their APIs. The specific connection depends on the tools your business uses and the relevant API capabilities. Scripts can be prepared from your own project documents, with defined access and retention practices.
Local language and property enquiry needs
Mumbai's property market brings together residential buyers, commercial occupiers, investors and channel partners, each with different questions and timelines. A useful calling workflow needs to reflect those differences instead of treating every enquiry as an identical sales opportunity.
- Language choice is a practical consideration. A buyer may prefer Marathi or Hindi when discussing basic requirements but switch to English for project documentation or a professional discussion. Testing the complete conversation, rather than only the greeting, helps determine whether the workflow is suitable.
- Property enquiries also arrive through different digital sources. Connecting those sources to a defined calling process can help sales teams organise follow-ups and direct qualified prospects towards the next appropriate conversation.
- Residential, commercial and channel-partner workflows need different qualification questions. A script should reflect the property enquiry and the information the team needs before the next conversation.
A managed approach to multilingual calling
Structured enquiry handling
AI calling agents can ask predefined questions, gather initial buyer requirements and route conversations according to agreed rules. This gives sales teams a consistent starting point for follow-up without promising a particular number of qualified leads or sales.
A practical path to launch
A single, narrowly defined workflow can go live in a short cycle. Troika Tech tests each campaign's script and language requirements, with more time allowed for complete qualification flows that need broader testing.
Custom scripts and connected workflows
Scripts can be written from your project documents, with qualification questions and explicit human-handover rules. API-based integrations can connect relevant CRM systems, enquiry forms, calendars, payment links and WhatsApp, depending on your existing setup.
Managed support as campaigns develop
Troika Tech offers fully managed deployment, campaign monitoring and ongoing script tuning. As your property team introduces additional campaigns or language requirements, each workflow can be reviewed and tested according to its purpose rather than assuming one script will suit every project.
Choose a calling workflow that fits your buyers.
Choosing an AI calling company for Mumbai real estate means checking language quality, workflow suitability, integration requirements and compliance handling, not just whether an agent can speak three languages. Troika Tech supports Hindi, Marathi and English, with custom scripts, API-based integrations and human handover rules for property-related calling workflows. Discuss your requirements and the languages your buyers use most often.
Request a demo call