Every Indian business has a Sharma-ji
In your company he might be Mehta-ji. Or Anwar bhai. Or the lady at the front desk everyone simply calls Madam. The name changes. The role never does.
He is the one who knows.
He knows which supplier quietly pads invoices in March, quarter-close ke time. He knows that when your biggest client says "budget issue," what he means is "adjust the price a little and call me Tuesday." He knows the exact moment a polish finish is done, not by the clock, but by the way light sits on the grain.
Your business does not run on your ERP. It runs on Sharma-ji's andaaz.
And one day, a notice period, a retirement, a better offer from across the road, Sharma-ji will leave. There will be a shawl, a samosa party, a framed photo near the reception.
And the most valuable software your company ever ran will walk out of the gate inside one man's head.
The ledger you never kept
For two hundred years, Indian business has been fanatical about one kind of record: money.
The bahi-khata. The red cloth ledger, opened with a puja on Diwali. Then the munim's registers. Then Tally. Then the GST portal. Every rupee enters a book. Every paisa is auditable, backed up, fought over.
Now ask a different question. Where is the ledger for how the work is done?
Where is it written how your best salesperson revives a deal that has gone cold? How your senior estimator prices a job he has never seen before, and lands within 4%? How your production head looks at a Monday floor and knows, by Thursday, which delivery will slip?
It is not written anywhere. It is "experience." It is usko aata hai.
Here is what that costs. India's average attrition rate ran around 17% in 2025, roughly one in six employees out the door every year, and HR studies put the replacement cost at anywhere from half to twice an annual salary. But that number only measures salaries. Nobody measures the method that leaves with the person, because nobody ever valued what nobody ever wrote down.
Every resignation letter is a small library fire.
You keep a perfect ledger of your money, and no ledger at all of the thing that makes the money.
The fresher trap
Indian businesses are not sleeping on AI. In a single year, the share of small businesses investing in it jumped from 26% to 36%, their biggest technology bet of 2025, ahead of cloud and CRM (CPA Australia). A Nasscom and Meta study put it even higher: 94% of tech-enabled MSMEs believe AI can drive their growth.
So why does the excitement curdle by week three? You know the line. You may have said it yourself:
"Output theek-thaak hai. But it's... generic."
Of course it is generic. Look at what we did. We hired the most well-read fresher in human history, and gave him zero training.
Most companies start their AI journey with connections: link the WhatsApp, link the Tally export, link the Google Drive, link the email. Access matters; an agent without your data is only guessing. But access is the easy half, and it is the half everyone gets stuck on.
Handing a new joinee the godown keys does not make him your store manager. He can now open every drawer. He still does not know what to look for.
ChatGPT knows sales. It does not know your sales. Claude can write a quotation. It does not know that on a home project you never quote off the builder's floor plan, you measure the actual rooms first, because in 2019, trusting one plan cost you eleven lakh in rework and a client.
Intelligence is now cheap and rented by the month. Tajurba is neither.
Andaaz, written down
Think about your dadi's recipes.
The ingredient list was never the secret. Half the mohalla had the same ingredients. The taste lived in the lines no cookbook prints: "Bhuno until the oil separates." "If it smells like this, you've gone one minute too far." "For guests, double the ghee and don't tell your father."
That is andaaz: judgment, compressed into rules a beginner can follow.
For the first time, the AI industry has built a proper container for andaaz. They call it a Skill.
Strip away the jargon and a skill is almost embarrassingly simple: a folder. Inside it, a plain text file that describes how your company does one job, the steps, the judgment calls, examples of good and bad, the red flags, the quality bar. Alongside it, your templates, your checklists, your rate sheets.
Anthropic (the makers of Claude) introduced the format in late 2025 and then released it as an open standard that December. Within ninety days it was being read by more than thirty AI tools: Claude, ChatGPT, Google's Gemini tools, Microsoft's coding agents, and counting. Which means something quietly profound for an Indian business owner:
You write down your tareeka once, and every serious AI tool can follow it. No lock-in. The knowledge file is yours, in plain text, portable like a passport.
Understand the difference between a prompt and a skill, and you understand the whole game:
A prompt is an instruction. A skill is an upbringing.
A prompt is telling the new boy, "Beta, quotation bana de." A skill is the ten years of corrections, scoldings, and shabashi that made your senior estimator who he is, written down once, applied every single time, by a worker who never resigns, never forgets, and never sleeps.
The anatomy of a skill
Here is what one real skill looks like, say, "How we quote a home furniture project," in five layers:
- The steps. The exact sequence your best person follows. Get the client's room measurements and photos first, never the floor plan. Confirm lift and staircase access before promising any large piece. Price fabric and hardware separately, always.
- The judgment calls. The if-then wisdom. If the client asks for "best price" before the finish is locked, the finish is the problem, not the price. If it is a freshly handed-over flat, add a buffer for the walls, they are never as square as the builder's drawing.
- The examples. The two best quotations this company ever sent, attached, with one line each on why they won.
- The red flags. The mistakes this company has paid for once and must never pay for again. Never confirm a delivery date without checking polish-shop load. Never promise a shade match off a showroom chip; it reads warmer under the client's home lights. Never commit a tall piece without confirming it clears the lift and the staircase turn.
- The quality bar. How the best person knows it is done. What they read one last time before pressing send.
A page or two, written truthfully, beats a forty-page SOP that nobody has opened since the ISO audit. SOPs were written to satisfy auditors. Skills are written to instruct a tireless worker.
That is the difference between documentation and a working asset.
The compounding math
Take one number from your own business. Your senior estimator spends roughly ninety minutes per serious quotation. Thirty serious quotations a month. That is forty-five hours, more than a full work-week, of your most expensive judgment, spent largely on assembly.
With a quotation skill, the AI drafts in minutes inside your format, your rates, your red flags. Your senior reviews and corrects in fifteen. You have bought back thirty-plus hours of your best brain, every month, for the price of writing things down once.
But speed is the smallest return. The real return is this: the company stops paying for the same mistake twice. Every correction your senior makes goes back into the skill. The skill gets sharper. The library grows.
In most companies, experience retires. In a skill library, experience compounds.
One good skill is your best person's best day, made available to every person, every branch, every day of the year. Including Sundays.
The moat nobody can download
There will be marketplaces full of ready-made skills, thousands of them, some quite good. Use them for the generic work. But remember what they are: the same downloads, available to your competitor at the same price, the same afternoon.
What no marketplace will ever stock:
How you qualify a buyer in the first phone call. The fallback positions your lawyer taught you across three bad contracts. Your brand's exact voice on WhatsApp at 11 p.m. The way your factory decides what "ready for dispatch" really means.
Your competitor can rent the same AI model tomorrow morning. He cannot rent your twenty years.
And here is the part that should matter to every Indian promoter now living under the new DPDP Act (India's data-protection law): a skill library is yours. Readable text. Sitting on your systems if you choose. Switch AI vendors next year and the library walks across with you, like a good employee whose loyalty is to the family, not the software.
MSMEs carry this economy, roughly 31% of GDP and nearly half of India's exports, by the latest Economic Survey. The ones who will pull ahead in the next five years are not the ones with the biggest AI budgets. They are the ones who turn their tareeka into an asset that compounds.
Start with one. Start with chai.
Do not start with a platform. Do not form a committee. Do not wait for the "AI policy."
Pick one workflow where your best person is visibly two or three times better than everyone else. Quotations. Payment follow-ups. The site snag report. The first reply to a new inquiry. One.
Then sit with your Sharma-ji over chai, put your phone on record, and ask him five questions:
- What do you check first, before anything else?
- What do you deliberately ignore that the juniors waste time on?
- Show me the best one we ever did. What made it good?
- What mistake has this company stopped making because of you?
- How do you know when it's done, what do you look at one last time?
That one hour of chai will be the highest-ROI meeting you hold this year. The recording is raw ore. The skill is the refined metal. And Sharma-ji? Tell him the truth, that you are not replacing him, you are publishing him. Watch a thirty-year veteran sit a little taller.
The inheritance
Every Indian trade once ran on the ustad-shagird system. Knowledge moved one apprentice at a time, over years of sweeping floors and watching hands. It was beautiful. It was also fragile: break the chain once, and a century of method vanished without a sound.
For the first time in the history of business, the andaaz itself can be inherited. Not by one shagird after ten years, by every tool, every branch, every new joinee, on day one.
Your father built the firm on his word and his judgment. The buildings, the machines, the GST number, those transfer automatically. The judgment never did.
Now it can.
Sharma-ji is going to retire. That part is not in your control. Whether his tareeka retires with him, that part is.
Build the second ledger.
Your one next step, this week: pick the single workflow where your best person is two or three times better than everyone else, and run the Sharma-ji Interview above. Record it. That hour is the whole beginning.
Want it done for you? HeyOne AI builds private skill libraries for Indian businesses. We sit with your Sharma-ji, write the andaaz down, and make AI work the way your best people do, not the way everyone else's does. Your data, your servers, your tareeka.