Research, observations, and honest reflections on time, technology, and the small things that pile up when life pulls you in too many directions.
Ask an AI the same question twice and you can get two different answers. Push back on the first, and it folds. The research shows both are properties of how these systems are built — not flaws waiting to be fixed. Here's why MyNaavi is designed the other way around.
AI agents can now search, act and operate software. But our lives don't arrive divided into applications — and for a personal assistant, the better measure of progress isn't capability. It's how much complexity disappears for the person using it.
"AI orchestration" isn't MyNaavi marketing language — it's a defined industry category, distinct from generic AI, with IBM's own definitions and market data to prove it. Here's what actually separates the two.
Most AI assistants are still chatbots: you ask, they answer. MyNaavi is built the other way around — set MyNaavi once, and the following carries on for you. A day in the life of an agent that watches, decides, and acts in the silences.
Every productivity app you've used has held your data hostage to its existence. MyNaavi is the opposite — every note, list, and conversation lands in your Google Drive as a plain document you already own. Here's why we built it that way, and what it costs us.
The list you carry in your head is not a sign of forgetting. It's a sign of caring about more than you have hands for. Why capture has been solved for fifteen years and retrieval still hasn't — and what changes when items file themselves.
Everyone has a second job they never agreed to take. It has no title, no hours, and no end date. Tracking the warranty, chasing the contractor, catching the renewal before it auto-renews. What the invisible work actually costs — and what it means to stop carrying it alone.
Every productivity tool ever made has the same flaw: it requires you to come back to it. MyNaavi is built on the opposite assumption. You say it once, the way you'd tell a trusted colleague, and trust it to carry forward — until it comes back to you with one decision, not ten.
Google Maps doesn't own a single road. It controls the navigation layer — and that's where all the value lives. What this means for building technology that serves real people, not theoretical use cases.