Yashodhan Deshmukh
Product, design and venture building.
General capability. Particular usefulness.
Aymorphic is an independent applied AI research lab. We do not build foundation models. We study how existing capabilities behave in context, then shape products and services around the people who will use them.
Intelligence takes the shape of the problem.
The solution that works for one team may fail for another. Useful AI depends on the workflow, information, constraints, decisions and responsibility already present.
Tailoring is the research practice through which the right system is discovered.
How we judge the work.
- Start with the situation, not the model.
- Make evidence visible.
- Challenge hype without becoming cynical.
- Translate technical possibility into understandable use.
- Prefer specific, testable claims.
- Treat tailoring as disciplined research.
People behind Aymorphic.
Yashodhan Deshmukh, Ankit Choudhary and Manas Patil have worked together across projects for more than five years, combining product, design, AI systems, research and business execution.
Optimistic about AI. Unimpressed by hype.
We want AI to become genuinely useful. That requires curiosity about what is possible and candour about what the evidence does not yet support.