Blog

Ideas, in practice

What we learn building AI platforms and products — written down so you can use it too.

EducationAIMachine LearningResearchHealthcareEnterprise AIProduct Updates

What learning science taught our AI tutor

Retrieval practice, productive struggle, and why a good tutor refuses to just give you the answer.

Ananya Rao · Head of Education AI

Grounded answers are only half the job. The other half is showing your work.

Arjun Patel · Enterprise Solutions Lead

Why sending every request to your biggest model wastes money, and how routing by task changes the economics.

Vikram Shenoy · Head of Platform Engineering

Generic benchmarks measure generic ability. We measure whether systems finish the jobs people hire them for.

Meera Krishnan · Research Lead

FHIR assistants, medical documentation, and the discipline it takes to build AI for care settings.

Divya Nair · Healthcare AI Lead

Adoption is a design problem. Lessons from building knowledge assistants that fit into real workflows.

Arjun Patel · Enterprise Solutions Lead

How AI tutors, assessment generation, and learning analytics combine into one coherent learning experience.

Ananya Rao · Head of Education AI

The gap between an impressive demo and a dependable product is where most AI projects fail. Here's how we close it.

Vikram Shenoy · Head of Platform Engineering

Why we started Krutakam, what we're building, and the standard we intend to hold ourselves to.

Team Krutakam · Founders