Trading and distribution

Distribution & Trading

When the scheme and claim money sits on one auditable ledger, receivables run on a credit-limit-and-ageing discipline, and dead and near-expiry stock is surfaced in rupees, the owner finally sees the cash cycle and the true margin by principal on one trusted screen.

A modern wholesale distribution warehouse with pallet racks, order lanes, and inventory control screens

The art of the possible

A distribution house does not need a greenfield ERP its team will reject. It needs the scheme and claim money pulled onto one auditable ledger, the receivables put on a credit-limit-and-ageing discipline with a ranked chase, the dead and near-expiry stock surfaced in rupees while it can still be acted on, and one trusted command centre where the owner or successor sees the cash cycle, the dead and near-expiry stock, and the true margin by principal and by line on one screen. Reliable systems run the claim ledger, the credit discipline, the dispatch and the dashboards; AI reads the messy paper (scheme circulars, supplier invoices, credit notes, handwritten and WhatsApp orders) and clusters the leaks; a named person signs every claim filed, every payment, every credit-limit change, write-off and legal action, every reorder and price, every bank drawdown, and everything regulated.

The operating reality

A scheme-driven, credit-funded distribution sector of FMCG distributors, C&F agents, industrial and pharma wholesalers where earned scheme and claim money goes unrecovered, receivables stretch the cash cycle, and dead and near-expiry stock sits unseen in rupees while the owner sees only turnover.

By segment

Where the work is, segment by segment.

The same industry runs differently across its segments. Here is the operating reality of each, and the builds we would rank first, with why.

FMCG / consumer-goods distributors & super-stockists

High-volume, low-margin, scheme-driven; secondary-sales visibility, scheme/claim recovery, retailer credit and the principal scorecard are the spine.

  1. 01Scheme, claim, dead-stock and leak recovery sweep

    The clearest money to recover; manual trackers miss a meaningful share of earned claims, worth a low single-digit share of revenue on a thin-margin book.

    See what we build
  2. 02Collections, credit-limit and ageing discipline

    Cash is buried in the retailer-credit tail; every 5-day cut in collection time frees real working capital.

    See what we build
  3. 03Secondary-sales visibility and live dashboards

    The principal pays schemes and sets targets on sell-through, yet the distributor's record of it is a salesman's guess.

    See what we build
  4. 04Supplier-bill and inbound-claim check

    Principal invoices, price drift, short supply, duplicate billing and missed slab rebates leak on the buy side.

    See what we build
  5. 05WhatsApp concierge for the order desk

    The retailer order desk already runs on WhatsApp all day; order-status, balance and price requests flood in.

    See what we build
  6. 06Secondary-sales visibility and live dashboards

    The owner sees turnover, but the cash cycle and the true margin per principal once credit and dead-stock cost are charged belong on one standing screen opened every morning.

    See what we build
  7. 07Ask your data in plain English

    Beyond the standing screen, the owner needs to ask one-off questions of the same secondary-sales and ledger data and get the answer in seconds instead of waiting on a salesman's guess.

    See what we build
  8. 08Hold and win principal appointments

    The scorecard is the rating; the appointment pitch should be assembled from live data, not a stale rebuilt deck.

    See what we build
  9. 09Connected data layer across ERP, DMS and ledger

    The accounting system, the principal's DMS app and the godown register do not talk; the same numbers never agree.

    See what we build

C&F / carrying-and-forwarding agents

Holds and forwards the principal's stock on commission; the goods are not his, so primary-to-secondary reconciliation, consignment stock accuracy, claims/breakage and depot dispatch are the spine.

  1. 01Reconciliation: primary-to-secondary, consignment, GST and ledger

    The stock is the principal's, held on consignment; opening plus inwards minus secondary minus returns must tie to physical, or the commission and the principal trust both erode.

    See what we build
  2. 02Depot dispatch, fill-rate and proof-to-bill

    A C&F is a forwarding operation; pick, pack, dispatch, fill-rate and freight-to-bill are the core daily work.

    See what we build
  3. 03Scheme, claim, dead-stock and leak recovery sweep

    Breakage, shortage and damage claims against the principal are real money that leaks when filed late or never.

    See what we build
  4. 04Order-to-dispatch, credit-checked and stock-checked first

    Large consignment stock across many SKUs and batches; physical-vs-book accuracy and ageing are the operating spine.

    See what we build
  5. 05Connected data layer across ERP, DMS and ledger

    The principal's DMS, the C&F's accounting system and the godown register must agree for the commission claim to stand.

    See what we build
  6. 06Drug-licence, batch-expiry, GST and statutory compliance on a calendar

    E-invoicing, e-way-bills and, for a pharma C&F, batch-expiry and drug-licence obligations run to a calendar.

    See what we build
  7. 07Secondary-sales visibility and live dashboards

    Consignment value held, secondary movement, claims outstanding and dispatch fill-rate belong on one standing screen the agent and the principal can both trust.

    See what we build
  8. 08Ask your data in plain English

    When the principal queries a specific batch, claim or depot, the agent should answer from the same consignment data in seconds rather than rebuild it by hand.

    See what we build
  9. 09WhatsApp concierge for the order desk

    Downstream distributors ask order, dispatch and balance status on WhatsApp all day.

    See what we build

Industrial & B2B distributors (electricals, hardware, spares)

Deep, slow-moving SKU range sold on credit to dealers and OEM buyers; dead stock, item-master discipline, GST input credit and B2B order-to-dispatch are the spine.

  1. 01Scheme, claim, dead-stock and leak recovery sweep

    A deep, slow-moving SKU range traps cash in dead and obsolete stock no one can see; surfacing that trapped cash in rupees is the single largest recoverable here.

    See what we build
  2. 02Order-to-dispatch, credit-checked and stock-checked first

    Once the dead stock is surfaced it has to stop recurring, so the distributor needs an operating system that runs item-master, ageing and reorder discipline across the whole range, not a register.

    See what we build
  3. 03Digitization: one clean stock, customer and rate record

    Thousands of variants, sizes and ratings are spelled three ways across orders, invoices and the godown, so the same item never ties up until one clean item-master is in place.

    See what we build
  4. 04Order-to-dispatch, credit-checked and stock-checked first

    A B2B order should be credit-checked and stock-checked before it is committed, not discovered at the dock.

    See what we build
  5. 05Reconciliation: primary-to-secondary, consignment, GST and ledger

    GSTR-2B vs purchase register, e-way-bill discipline and supplier-invoice matching recover missed input credit.

    See what we build
  6. 06Collections, credit-limit and ageing discipline

    Dealer and OEM-buyer credit stretches long; ageing and a ranked chase tighten the cash cycle.

    See what we build
  7. 07A B2B website that wins dealers and OEM buyers

    An OEM buyer or dealer checks the distributor online before the order; the range, brands carried and reach must be credible.

    See what we build
  8. 08WhatsApp concierge for the order desk

    Dealers ask price, availability and order status on WhatsApp; quotes and stock checks run there.

    See what we build
  9. 09Secondary-sales visibility and live dashboards

    Cash cycle, dead-stock in rupees and margin by brand and by line belong on one standing screen the owner opens daily.

    See what we build
  10. 10Ask your data in plain English

    For the one-off question, which dealer, which slow line, which input-credit break, the owner queries the same data directly and gets the answer in seconds.

    See what we build

Pharma & medicine distributors

Regulated wholesale on Form 20B/21B; batch-and-expiry, near-expiry returns inside the relabel window, scheme/PTR recovery, drug-licence compliance and the credit book are the spine.

  1. 01Order-to-dispatch, credit-checked and stock-checked first

    The operating system that tracks every batch and expiry and flags the relabel window before it closes is the signature build; without it the 3-to-6-month window is tracked on memory.

    See what we build
  2. 02Scheme, claim, dead-stock and leak recovery sweep

    Saleable stock that slips past the 3-to-6-month relabel window becomes a write-off; surfacing that near-expiry exposure in rupees while it can still be returned is the direct rupee saving.

    See what we build
  3. 03Scheme, claim, dead-stock and leak recovery sweep

    Separately, pharma schemes, PTR/PTS margins and free-quantity claims leak through manual matching of free-text circulars; that under-recovered claim money is a second recoverable line.

    See what we build
  4. 04Collections, credit-limit and ageing discipline

    Chemist and hospital credit is the cash trap; ageing and a ranked chase tighten it.

    See what we build
  5. 05Drug-licence, batch-expiry, GST and statutory compliance on a calendar

    Form 20B/21B, batch-expiry record-keeping, CDSCO destruction protocol, e-way-bill and GST run to a calendar, not memory.

    See what we build
  6. 06Supplier-bill and inbound-claim check

    Pharma invoices carry batch, expiry, MRP, PTR and free-quantity columns; price drift and short free-supply leak.

    See what we build
  7. 07WhatsApp concierge for the order desk

    Chemists order, check stock and ask balances on WhatsApp all day; orders are re-typed by hand.

    See what we build
  8. 08Secondary-sales visibility and live dashboards

    Expiry exposure in rupees, cash cycle and margin by principal once expiry and credit cost are charged belong on one standing daily screen.

    See what we build
  9. 09Ask your data in plain English

    For the one-off question, which batches expire this quarter, which chemist's credit is stretched, the owner queries the same data and gets the answer in seconds.

    See what we build
  10. 10Connected data layer across ERP, DMS and ledger

    The accounting system, the principal/stockist app and the godown batch register must reconcile.

    See what we build

General wholesalers & stockists

Mixed multi-principal book run on registers, memory and personal WhatsApp; digitization, the credit book, stock ageing and one clean record are the spine.

  1. 01Digitization: one clean stock, customer and rate record

    The book runs on registers, memory and personal WhatsApp, so the first move is to put orders, stock and the ledger onto one clean shared record the office can actually see.

    See what we build
  2. 02Collections, credit-limit and ageing discipline

    Wholesale runs on credit; stretched receivables and unworked outstanding are the silent leak.

    See what we build
  3. 03Order-to-dispatch, credit-checked and stock-checked first

    A mixed multi-principal book needs an operating system that runs stock ageing and reorder discipline across every principal, so dead and slow stock stops accumulating unseen.

    See what we build
  4. 04Scheme, claim, dead-stock and leak recovery sweep

    On that same book the immediate win is surfacing the cash already trapped in dead and slow stock in rupees, so it can be cleared while it still has value.

    See what we build
  5. 05Supplier-bill and inbound-claim check

    Price drift, short supply, duplicate billing and missed slab rebates leak across many principals.

    See what we build
  6. 06WhatsApp concierge for the order desk

    The retailer order and balance desk runs on WhatsApp; orders are re-typed and enquiries dropped.

    See what we build
  7. 07Reconciliation: primary-to-secondary, consignment, GST and ledger

    GSTR-2B vs purchase register and inter-party ledger recon recover input credit and surface breaks.

    See what we build
  8. 08Secondary-sales visibility and live dashboards

    Cash cycle, dead stock, outstanding and margin by principal belong on one standing screen the owner trusts and opens daily.

    See what we build
  9. 09Ask your data in plain English

    For the one-off question across the mixed book, which principal, which line, which stretched account, the owner queries the same data and gets the answer in seconds.

    See what we build
  10. 10Connected data layer across ERP, DMS and ledger

    The accounting system, the order book and the godown register do not talk; the figure is never traceable.

    See what we build

How an engagement works

From a free call to a system you own.

01

Free: 60-minute call and Blueprint.

A working session on your business, then a clear plan of what we would build and in what order, written down for you to keep. No cost, no obligation.

02

Deep-dive and build.

Go deeper on one area, or have us build the software, app or data layer. Fixed price. A focused build ships in weeks.

03

Run and govern: per need.

We keep it running and watch over it, as much or as little as you want.

Find the one build worth funding first.

A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.