Salesforce MVP Hall of Fame · Salesforce consulting partner since 2010
Loan documents into the loan file
Your credit team stops re-typing regional-language documents. Sarvam Vision reads each page, rules check the arithmetic, and a person approves any field the model is unsure of before it touches the loan file.
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.
Which fields on this page belong on the loan application, and which ones does a person need to check?
A two-page Marathi salary slip, scanned on a phone, with a handwritten employer stamp.
- Employer
- Read, confidence 0.97
- Net monthly pay
- Read, confidence 0.94, matches bank credit
- Pay month
- Read, confidence 0.91
- Employee name
- Read, confidence 0.82, queued: differs from applicant spelling
Illustrative. Written to Salesforce.
- Write to the loan file
- Queue for a reviewer
- Wrong document
- Possible tampering
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.
A field under 0.90 confidence goes to a person. Nothing posts to the loan file unreviewed in the first month.
The evidence
What the evidence says
Sarvam's Doc Agents lists bank and credit-card statements, KYC forms, land deeds and handwritten pages among supported documents, in 22 Indian languages plus English.
docs.sarvam.ai/docai/getting-started/overviewTen pages per job on Sarvam's workbench. Long statements need splitting. Check accuracy on your own scans before you trust a threshold.
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.