INDIA-FOCUSED AI EVALUATIONRESEARCH IN DEVELOPMENT / 2026
Krutrim Mulyankan — कृत्रिम मूल्यांकन IN DEVELOPMENT

PRACTICAL CONTEXT. INSPECTABLE EVIDENCE.

AI evaluation.
With India in view.

Can AI help with the questions and tasks of everyday life?

We’re building an India-focused platform to examine how AI helps people ask questions, make practical requests and complete daily tasks—across apps, models, harnesses and agent configurations.

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The platform is in development. No verified model scores or rankings are published yet.

ILLUSTRATIVE TASK · NOT A MODEL RESULT

Read a bill.
Find the deadline.

Sample electricity bill:
Amount: ₹2,340
Payment due: 5 November 2026

Return the due date as YYYY-MM-DD.
No explanation.

REFERENCE ANSWER2026-11-05

What to check: correct date and requested format.
Synthetic document · no customer data.

What we’re working toward

01 / SYSTEMS

Apps, models and agents.

Compare the tested configuration, including the model, tools and framework behind an app or agent.

02 / CONTEXT

Everyday questions and tasks.

Practical information and daily workflows, with Indian languages and formats in view. Text first; image, speech and video tracks are planned.

03 / TRADEOFFS

Accuracy. Completion. Time. Cost.

Ask whether an answer is correct, a task gets done, and the time and cost are worthwhile. Keep the evidence and its limits visible.