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Code Colonies

Industry

FMCG and Consumer Goods

Distributor, sales force and trade systems for brands selling through general trade. FMCG brands sell through distributors to lakhs of kirana stores, plus modern trade, e-commerce and quick commerce, each with its own terms. Primary sales are known, but secondary and tertiary sales, stock at distributors and the real cost of schemes arrive late and incomplete. Software fits in the route to market: distributor systems, salesman apps, scheme management and the data that ties them together.

  • Packaged foods and beverages
  • Personal care and home care brands
  • Dairy and frozen foods
  • Consumer durables and electricals
  • Regional and emerging D2C brands moving into general trade
Truck loaded with sacks of goods in Bagbahara, India

The pressure points

What slows fmcg and consumer goods teams down

No view of distributor stock
Distributors run their own billing software or Tally. The brand learns about stock-outs and near-expiry stock only when a salesman complains.
Schemes and claims settled by hand
Trade schemes, display incentives and damage claims are calculated in Excel, disputed by distributors and settled months later.
Order taking eats selling time
Salesmen write orders in a book or call them in, and spend the evening entering them, time that could go on visiting more outlets.
Too many channels, one plan
Modern trade, marketplaces and quick commerce need different packs, prices and service levels, but planning still happens in one sheet.

Built for this sector

Systems specific to fmcg and consumer goods

The work that generic software does not cover, and where most of the value sits.

Sales force automation app
Beat plans, outlet check-in with location, order taking with schemes applied, collections, merchandising photos and day end summary.
Trade scheme engine
Schemes defined once by channel, region, SKU and slab, applied at billing and reconciled into claims automatically.
Retailer ordering on WhatsApp
Retailers reorder from a catalogue on WhatsApp in their language, and the order lands with the distributor.
Expiry and returns management
Near-expiry visibility at distributors, liquidation schemes, saleable and damaged returns and credit notes.

Where AI helps

AI use cases with a clear return

  1. Suggested orders by outlet

    Suggests an order for each retailer on the beat from past purchases, season and current schemes.

    Salesmen take larger, better balanced orders in less time

  2. Claim verification

    Checks distributor scheme and damage claims against invoices, scheme rules and photos, and flags mismatches.

    Claims settle faster with fewer disputes

  3. Shelf photo checks

    Reads shelf photos for brand presence, share of shelf and planogram compliance in modern and general trade.

    Merchandising audits cover more stores

  4. Demand forecasting

    Forecasts by SKU, region and channel using secondary sales, seasonality, festivals and promotions.

    Fewer stock-outs at distributors and less ageing stock

  5. Retailer queries in local languages

    Answers retailer questions about schemes, credit and deliveries on WhatsApp in Hindi, Gujarati or Tamil.

    Distributor staff spend less time on the phone

What your team would see

Route to market
Illustrative
Secondary sales this month
₹14.2 Cr
Outlets billed
38,460
Lines per call
4.6
Claims pending over 30 days
₹82L

Weekly secondary sales (₹ lakh)

Weekly secondary sales (₹ lakh), point 1: 312Weekly secondary sales (₹ lakh), point 2: 298Weekly secondary sales (₹ lakh), point 3: 335Weekly secondary sales (₹ lakh), point 4: 341Weekly secondary sales (₹ lakh), point 5: 360Weekly secondary sales (₹ lakh), point 6: 352Weekly secondary sales (₹ lakh), point 7: 389Weekly secondary sales (₹ lakh), point 8: 402Weekly secondary sales (₹ lakh), point 9: 375Weekly secondary sales (₹ lakh), point 10: 368

Numeric distribution by region

  • Gujarat68
  • Maharashtra61
  • Madhya Pradesh47
  • Rajasthan52
  • Uttar Pradesh39

A sample of the kind of dashboard we build for this sector. Figures are illustrative.

Connects with

  • SAP
  • Tally at distributors
  • Distributor billing software
  • WhatsApp Business
  • Quick commerce and marketplace portals
  • GST e-invoicing and e-way bill portals
  • UPI and payment collection

Rules we design for

  • Legal Metrology Act
  • FSSAI regulations
  • GST e-way bills
  • DPDP Act
  • Consumer Protection Act 2019
  • Plastic Waste Management Rules (EPR)

Before you start

FMCG and Consumer Goods: common questions

Our distributors use Tally. Do they need to change?

Not always. We can pull invoices and stock from Tally with a small connector, or give smaller distributors a simple billing app.

Can the salesman app work offline?

Yes. Beats, outlets, prices and schemes are stored on the phone, orders sync when the network returns, and the app is built for low cost Android phones.

How do you handle quick commerce?

We bring in the sales, stock and PO data each platform shares, so quick commerce sits in the same reports as general and modern trade.

Talk to us

Working in FMCG and consumer goods?

Tell us which process hurts most. Someone who knows the sector will reply with two or three options and rough hours.

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Start a conversation

Tell us what you are trying to build.

Share the problem in a short call. You leave with a clear view of the approach, the team and the cost.

Or get a ballpark proposal in two minutes

A specialist replies within one working day. The first conversation is free.

Chat with the Code Colonies team on WhatsApp