Short answer: Start with the weakest of four capabilities (memory, reasoning, action and feedback), not with a tool. Find the one where your company loses the most time or money, strengthen it with the simplest AI you can manage, and measure the result for a month. In many smaller companies the weakest one is memory: what the business knows lives in a few people's heads and phones.
I'm Vinay Pasricha. I run GoodSpace AI, a hiring company in Noida, and I wrote AI for Business Leaders. When an owner asks me where to begin, I don't name a tool. I ask which part of the company is weakest.
Why not start with a tool?
AI doesn't fix chaos. It scales it. If your quotes are slow because the prices live in one person's phone, an AI tool will simply produce wrong quotes faster. Tools also change every few months. The way your company works doesn't. So decide what you want to strengthen before you decide what to buy.
The four capabilities
In AI for Business Leaders I describe every company as a brain. It already runs on four capabilities, whether or not anyone designed them:
- Memory: what the company knows. Customer history, prices, supplier terms, and how a problem was solved last time.
- Reasoning: how decisions get made, and by whom.
- Action: how work actually gets done and followed up.
- Feedback: how the company learns from a lost order, a complaint or a bad hire.
Most small companies run all four by accident. Here is how to tell which one is weakest in yours:
- Memory is weak if nobody can answer a customer when one person is on leave.
- Reasoning is weak if every decision waits for you.
- Action is weak if follow-ups happen only when someone remembers.
- Feedback is weak if the same mistake comes back every quarter.
Why memory often comes first
The book has a framework for this called Minimum Viable Memory: capture what the company knows, give it a structure, make it easy to find, and keep the context around it, so experience doesn't walk out of the door with people.
It doesn't need a big system. A shared, organised folder of price lists, past quotes, supplier terms and answers to common customer questions is a real start. Once that exists, an AI assistant has something true to work from. Without it, AI searches a memory you don't have, and gives confident answers built on gaps.
If memory isn't your weakest capability, start where it is. The principle is the same: strengthen one weak capability, not the whole company at once.
One thing to do this week
Sit with two people who run your daily operations. List the last ten times work got stuck: a delayed quote, a missed follow-up, a customer who had to repeat themselves. Mark each one against memory, reasoning, action or feedback. The capability with the most marks is where you start.
Then choose one process inside it, one person to own it, and one number to watch for 30 days. The free AI Readiness Check helps you see the gaps before you begin, and AI for MSMEs in India: where to start gives practical use cases and a 90-day plan.
Where this comes from
This answer draws on two parts of AI for Business Leaders: The Company Brain and Minimum Viable Memory. The book is in hardcover and on Kindle.
Your company will have its own details. To ask a follow-up question in your own words, try Ask Vinay's books.
Vinay Pasricha is the founder of GoodSpace AI and the author of six books, including AI for Business Leaders.
