The problem Yukti solves

Buying a thoughtful gift means remembering the date, the person, what they like, and what can actually arrive. Calendar reminders preserve the date but leave the work to you. Yukti keeps that context together and prepares a purchase without taking control away from the user.

Yukti is a personal concierge for the people and events in your life. You can message it through Linq with a relationship, preference, budget, location, or recurring reminder. It turns those facts into an editable profile, imports upcoming Google Calendar events, and uses Senso and Gemini to find a current product with a source.

When the user chooses an item, Yukti asks for approval of the exact merchant, item, amount, and time window. Only then does it open a Prava checkout. Payment details stay inside Prava, Yukti does not store any payment information.

Challenges I ran into

Prava accepted the sandbox card and reached Visa verification, but its SMS and email OTP did not arrive. Google Search grounding also hit automated-query protection, so Yukti used Gemini URL Context against the exact merchant page and kept that citation.

What worked

The editable person memory, Google Calendar import, Linq messaging, Senso retrieval, live product research, scheduled reminders, exact approvals, Prava checkout handoff, and session polling. The owner flow also sent a proactive product suggestion through Linq.

What we learned

The hard part of agentic commerce is making authority clear. The user should see which memory informed the choice, which product is current, exactly what they approved, when that permission expires, and what happened if a provider result is uncertain.