×dvar

Can a small, cheap model do each company's busiest job?

One working demo per Kedaara portfolio company, on a task it runs at volume. A small model on Dvar and a frontier model get the same input; code checks both answers.

  1. 1
    Real-looking workTickets, calls, statements, orders. Made-up data, real formats.
  2. 2
    Same input, two modelsSmall model on Dvar vs a frontier model.
  3. 3
    Checked by codeChecks passed, time and cost for every call.

Pick a company

Skin and hair clinics

Patient calls: book, quote, hand off

A voice agent that books only free slots, quotes only the price list, makes no medical claims and hands off on red flags.

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Fertility clinics

Patient calls with safety first

No success rates or guarantees, urgent symptoms go straight to the on-call doctor, and the caller's language is kept.

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Ice cream, South India

Retailer orders and van routes

WhatsApp and voice-note orders read into SKUs and cases; a supervisor's note turned into a route that code plans and checks.

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Beauty e-commerce

Beauty search and advice

Hinglish, Hindi and misspelt shopper questions understood and answered only from the catalogue, in budget and for the right skin type.

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Financial data and underwriting

Bank statements, read and reconciled

Every transaction, category, salary, EMI and bounce read from two bank layouts; code checks the balances add up.

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MSME and home loans

Collections calls, read in 9 languages

Promise-to-pay date and amount, hardship, disputes, wrong party and escalation read from every call, with a quote for each.

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Care Health
Health insurance

Claim intake, checked against the policy

A discharge summary and hospital bill read into fields; code checks the bill adds up, room rent, waiting periods and filing time.

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Intra-city logistics

Support tickets routed in one step

Customer and driver messages in Hindi, Hinglish and regional languages routed to the right team with the right priority.

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