Salesforce MVP Hall of Fame · Salesforce consulting partner since 2010
Property leads called back in the buyer's language
Portal leads go cold in an hour. The agent calls in the buyer's language, confirms budget and location, and books the site visit on the rep's calendar. Investors and price talk go to a person.
Salesforce consulting partner since 2010 · MVP Hall of Fame · 200+ agents in production · UAE, India and US desks
- 01Models · Claude, Gemini, OpenAI, Bedrock
- 02Agents · Agentforce, CrewAI, ADK, A2A
- 03Memory · Neo4j, Cognee, RAG
- 04Identity · IndyKite, SSO, entitlements
- 05Governance · policy, audit, human override
The job
Who it is for, and what Salesforce gets.
The decision
One example, drawn.
Does this buyer want a site visit this week, and who should take the call?
Buyer, in Marathi: wants a 2 BHK near the station, budget around 80 lakh, free on Saturday morning.
- Budget band
- 75 to 85 lakh
- Preference
- 2 BHK, near station
- Visit
- Saturday 10:30, on the rep's calendar
- Summary
- English summary on the lead
Illustrative. Written to Salesforce.
- Visit this week
- Just looking
- Investor
- Broker
- Wrong number
The stack
How we would assemble it.
The honest no: Sarvam has no Arabic, cannot voice Urdu, and runs in India by default. If the job needs any of those, we say so before the build.
Before go-live
What has to be true.
Visit requests go straight to the rep's calendar. Investors and price negotiation go to a person.
The evidence
What the evidence says
No named Indian developer deployment found. Sarvam's lead-qualification agent is the nearest template.
www.sarvam.ai/voice-agents/lead-qualificationPortal leads are often bought by several developers. Speed matters more than polish, so test call-back time first.
The brief
Name the call your team makes in the wrong language.
We read the process and write down where Sarvam fits, where it does not, and what Salesforce has to hold before anything goes live.
Sarvam is a trademark of its owner. Mindcat is not affiliated with or endorsed by Sarvam AI.