Salesforce MVP Hall of Fame · Salesforce consulting partner since 2010
Your customers answer in Malayalam. Your Salesforce should hear it.
Sarvam's models hear and read 22 Indian languages and speak 10. We connect them to the record you already run, so every call and every scanned page ends as a field, a task or a person's queue. The first week is in the org, reading what already exists.
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
What we put in
The work on this layer.
The honest no: if your callers speak Arabic or Urdu, or your data can't leave the UAE, Sarvam alone won't do the job, and we will tell you which tool will.
The models
What Sarvam does, and what it costs.
Sarvam's list prices, checked on sarvam.ai/api-pricing on 10 October 2026, before tax. Sarvam is a trademark of its owner; Mindcat is not affiliated with or endorsed by Sarvam AI.
Use cases
Where this shows up in the work.
These are the use cases we usually pair with Sarvam AI.
Lending
Loan documents into the loan file
Bank statements, salary slips and land records in Marathi or Tamil land in Salesforce as fields. Credit stops re-typing.
Lending
EMI reminder calls before the due date
Borrowers hear the reminder in their own language between 8 and 7. The promise to pay lands on the loan record.
Sales
Call back B2B enquiries in Hindi
IndiaMART and website enquiries get a call in minutes, in the buyer's language. Quantity, timeline and city reach the lead.
All 40
See the 40 use cases
Ranked by Jev and filterable by industry, each with its languages, the Salesforce record it updates and its source.
Related reading
From the blog.
Research-led notes that back this page.
Sarvam's Saaras V4 against global speech-to-text
Independent tests, prices against Deepgram and others, and what changes in the UAE.
Sarvam AI pricing per resolved call
List prices, a worked call, and the hand-off rate that decides cost per resolved call.
Agentforce Voice in Indian languages
Which languages Agentforce Voice speaks today, where Sarvam covers the rest, and a turn budget to test.
EMI reminder calls: a build checklist
The checks that sit before the agent dials: calling hours, number series, stops and the per-call record.
Questions
What we actually say.
- Does Sarvam connect to Salesforce?
- Not out of the box. Sarvam ships APIs and agent products. We build the write-back to your objects, the consent record and the hand-off, inside your org.
- Can we host Sarvam ourselves?
- The 30B and 105B chat models are open weights under Apache 2.0. Sarvam also lists private cloud, on-premises and air-gapped options, and AWS Marketplace packages for some speech and vision models. We price the hosting before a pilot.
- Will Sarvam replace Agentforce?
- No. Agentforce keeps the logic and the actions. Sarvam gives the call a voice path in languages Agentforce Voice doesn't cover yet.
- Are these prices yours?
- No. They are Sarvam's list prices, checked on 10 October 2026, before tax. Our work is quoted separately, after a call.
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.
Tell us the process
Name the job a person still does by hand. We read the org and write what is worth fixing.
Salesforce consulting partner since 2010 · MVP Hall of Fame · 200+ agents in production · UAE, India and US desks