Practical notes on reasoning, impact, and systems that leave the screen.
Featured story
Research · August 12, 2026
A fluent answer is not enough. Mandana is built so you can see the tension in the evidence.
Latest insights
Product · July 28, 2026
Consumer AI is the centerpiece because the first user is a person with a hard question, not a dashboard.
Embodied · July 9, 2026
Robotics, vision, and autonomous systems are not a later marketing slide. They are the last mile of the stack.
Impact · June 22, 2026
शेतमित्र is Mandana’s first Impact product: Marathi voice farming advice for Maharashtra.
Practice · June 4, 2026
The operating loop: ask, gather, argue, decide. Then keep the thread.

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