Artificial intelligence is in everything now. Every app has an AI feature. The word has been used so many times that it has started to lose meaning.
So when Prabzo says it has an AI assistant built in, the reasonable response is scepticism. What does that actually mean? Is it a chatbot that gives generic responses? A feature that sounds useful in a demo and gets ignored in real use?
These are fair questions. This post answers them honestly.
What most AI features in business apps actually are
A lot of AI features in small business tools are one of three things: a wrapper around a language model that takes your question and returns whatever comes back; an autocomplete engine; or a reporting tool with a chat interface. None of these is what shri does.
What shri actually does
shri is built specifically for the actions that freelancers and consultants do repeatedly — managing clients, tracking attendance, recording payments, checking balances.
For the most common actions, shri does not use any external AI at all. It has a local intent engine that understands the structure of common requests and executes them directly. When you say "mark Rahul attended today," shri recognises the pattern locally, confirms the action, and executes it in under a second.
This matters for three reasons. It is fast — no waiting for an API response. It is reliable — it works even without a strong internet connection. It is predictable — it does the same thing every time. For more complex queries, shri routes to external AI with multiple fallback providers.
What this looks like in practice
You finish a client session. You open shri and type "mark session with Vikram done." Confirmed in one second. You want to know who has not paid this month — "who has outstanding payments?" Answer immediately. A client messages asking how many sessions they have left — ask shri. Answer in one second. No navigating menus. Just say what you need.
Why this matters specifically for Indian freelancers and consultants
Client relationships are personal. In the Indian professional context, the relationship between a service provider and a client often extends beyond the purely transactional. A client management tool that only handles billing misses most of what actually matters.
Payment structures are varied. Some clients pay per session. Some pay monthly. Some have custom arrangements. shri can answer "what does Ankit owe me" without you doing any mental arithmetic.
The WhatsApp habit is deeply embedded. An AI assistant that you just talk to removes the barrier of learning a new interface. shri feels closer to WhatsApp than to enterprise software.
The honest answer
An AI feature that sends every query to an external model and hopes for a useful response is not particularly useful. An AI assistant that understands the specific actions you need to take, executes them reliably in under a second for the most common cases, and falls back to a language model for genuinely complex queries — that is a different thing. shri is the second kind. Built for one job. Does that job well.