AI for distribution and wholesale in India
Stockists, super stockists and wholesale distributors handling hundreds of SKUs across many retail outlets.
Order transcription, scheme and slab application, credit and outstanding follow-up, near-expiry identification, and claim filing with the principal company.
AI for distributors in India: common questions
Do we need any technical people to start?
No. You need one person who can approve a process change and one who knows the current process properly. Everything technical is ours.
What gets automated first in distribution and wholesale?
Order transcription. It is high volume, error prone, and the errors are expensive because they ship.
What will not be automated?
This sits alongside your existing ERP or Tally rather than replacing it. Replacing distribution software is a different and much larger project.
What does it cost?
The audit is Rs 25,000 standalone and waived if you engage. Programmes start at Rs 1,50,000 per month, reported on hours returned per week.
How long before something is running?
Two workflows live on real work inside six weeks. The audit output, which is a map of where your week goes, lands in week one.
We have an ERP already. Does this replace it?
No. This sits alongside whatever you run, including Tally and spreadsheets. Replacing core software is a different and much larger project, and it is rarely where the recoverable hours are.
Twenty buying prompts, four engines, you against three named competitors. Report in one working day. No call needed.
We measure the week before we build anything
One week of watching the real work tells you where the hours go, which is almost never where people assume. Estimates are wrong in the same direction every time.
Then two workflows, live inside six weeks, handed over with a named owner. Not five, because teams that start five finish none.
Where this work sits in a distribution and wholesale business today
We build inside these rather than replacing them. Nobody on your team is asked to learn a new system, because the fastest way to kill an automation here is to make somebody log in somewhere new.
- Retailer orders on WhatsApp in shorthand
- Salesman notebooks typed up later
- Tally or an ERP for billing
- Scheme circulars from the principal, monthly
- Claim files assembled in Excel
If a workflow genuinely needs a new tool, we say so, we price it, and you decide. We do not resell software and we take no vendor commission.
Three moments in a distribution and wholesale week, before and after
| Today | After two workflows |
|---|---|
| Someone translates a retailer's shorthand into SKUs by hand | Order transcribed into correct SKUs, ambiguous lines flagged rather than guessed |
| Current month's scheme applied from memory, sometimes wrongly | Applied correctly every time, which is where the margin was leaking |
| Near-expiry stock discovered when it becomes a claim | Flagged weeks earlier, while it is still sellable |
Who stops doing what: The order desk stops retyping and starts checking exceptions. Nobody applies a scheme from memory.
What the arithmetic looks like for a distribution and wholesale business
This is an illustrative model, not a client result. It is built from the audit method on this page so you can replace every input with your own numbers and get your own answer.
The company: A stockist covering roughly 400 retail outlets with 300-plus SKUs. Orders arrive as WhatsApp messages in retailer shorthand and are retyped into the ERP.
Assumed loaded rate: ₹350 per hour. Loaded hourly rate means salary plus statutory costs and overhead divided by working hours. It is meaningfully higher than the salary rate most people quote.
| Recurring task | People | Times per week | Minutes each | Hours per week |
|---|---|---|---|---|
| Transcribing WhatsApp orders into SKUs | 3 | 25 | 9 | 11.2 |
| Applying monthly schemes and slabs | 2 | 20 | 10 | 6.7 |
| Identifying near-expiry and slow movers | 1 | 5 | 45 | 3.8 |
| Preparing claim files for the principal | 1 | 4 | 60 | 4.0 |
The two we would build first
- Transcribing WhatsApp orders into SKUs
- Applying monthly schemes and slabs
Order transcription is high volume and its errors are expensive because they ship. Scheme application is where margin quietly leaks and nobody notices for a quarter.
Those two account for 17.9 hours a week, or 932 hours a year, costing ₹3.26 L. At the honest planning range of forty to seventy percent recovery on repetitive administrative work, that is 373 to 652 hours a year returned, worth ₹1.30 L to ₹2.28 L.
What this model does not claim. Ambiguous orders are flagged for a human rather than guessed. A system that guesses a SKU creates a return, which costs more than the minute it saved.
The hours returned calculator uses exactly the formula above. Put in your tasks, your people and your rate. If the answer is small, the honest conclusion is that you do not need this yet.
AI for distributors india: See what the engines say about you
Twenty buying prompts, four engines, your brand against three named competitors. Report in one working day.
- 20 buying prompts, your category
- ChatGPT, Gemini, Perplexity, AI Overviews
- You against three named competitors
- Report in one working day, yours to keep