The FMCG route-to-market playbook: where primary and secondary distribution actually pay back
For global FMCG and CPG operators, the margin delta between average and best-in-class route-to-market now sits in three decisions: primary-lane procurement, secondary distribution orchestration, and settlement accuracy. Heineken alone has resolved $25M+ in carrier/vendor disputes autonomously via Vera. Coca-Cola bottling operations have unlocked $5M in brewery distribution savings. The pattern is consistent: AI agents applied to the distribution cost stack compound fast.
The finding
Across FMCG and CPG operators on Shipsy — Heineken (70 countries), Coca-Cola bottlers, AB InBev, Orbico (distribution), pladis, Ripplr — the picture is consistent. Primary-to-depot freight cost is trending down on AI-native procurement. Secondary DSD (direct store delivery) cost per drop is compressing. Settlement accuracy on carrier and distributor invoices keeps climbing as agents take more of the load. The common denominator is agent-executed operations across three workflows — freight procurement (Astra + Nexa), DSD routing (Astra), and dispute resolution (Vera). Heineken’s $25M dispute recovery is the flagship metric — alongside a 28% reduction in LSP excessive-stay payments, a 50% reduction in failed deliveries, and 70%→90% route settlement automation — but the pattern generalizes.
Why it’s happening
FMCG route-to-market is structurally different from parcel.
1. Primary distribution is about contract execution, not spot procurement. FMCG operators sign annual primary lane contracts that cover the majority of volume. Margin comes from compliance tracking, lane-level performance, and minimizing off-contract spot spend. Shipsy’s freight procurement module, integrated with Astra, auto-monitors contract utilization and surfaces deviations.
2. Secondary DSD is where the complexity lives. A beverage distributor serving tens of thousands of outlets runs thousands of routes daily, with territory, slot, credit, and returnable-container constraints. Routing has to respect outlet opening hours, salesperson schedules, and cash-vs-credit terms. Generic route optimization breaks. Shipsy’s DSD capability encodes these constraints natively — Heineken and Coca-Cola operations run at this complexity.
3. Settlement is where money quietly leaks. Every freight invoice needs matching against booked rate, accessorial validity, lane performance, and contract compliance. Doing this manually lets a material share of freight spend leak out undetected. Nexa automates the reconciliation. Vera handles the downstream disputes — carrier wrong billing, vendor shortfalls — autonomously. That’s where Heineken’s $25M came from.
Put together, FMCG distribution becomes three coordinated workflows: procure-with-policy, orchestrate-at-scale, settle-with-agents. The operators running all three on AgentFleet compound margin faster than peers running any one in isolation.
What it means for FMCG operators
Three implications for the next 12–18 months:
- Primary and secondary should run on one platform, not two. Most large FMCG operators still run primary on a TMS and secondary on a DSD/SFA point tool. The data-sharing tax destroys the benefit of either. Unified orchestration is now table stakes.
- Territory planning is a math problem, not a salesperson problem. Dynamic territory re-balancing based on demand, outlet mix, and salesperson utilization produces meaningful productivity gains. What used to be a quarterly exercise is now weekly.
- Returnable-container tracking is the hidden P&L. Crates, pallets, kegs — billions of dollars in circulating assets. FMCG operators that don’t track these at the SKU-outlet level watch meaningful chunks of the asset base walk away each year. This should be a platform-native capability.
- Vera-class dispute automation is the fastest payback. Heineken unlocked $25M+ with disputes agents. Other brewery, snacks, and beverage operators are deploying the same pattern.
Below is the distribution-model-by-model view.
| FMCG Distribution Model | Typical use case | Key logistics mechanism | Shipsy capability |
|---|---|---|---|
| Primary: plant-to-depot | Bulk replenishment, inter-region | Contract lane + multi-carrier + freight procurement | TMS + Astra + Nexa |
| Secondary: DSD (direct store delivery) | Beverage, snacks, tobacco | Salesperson-route + slot-aware + cash handling | Last Mile DSD + Astra |
| Distributor cascade (DT → retailer) | Emerging markets, long-tail retail | Distributor app + inventory-aware | TMS + mobile + partner integration |
| Modern trade direct | Supermarket + key accounts | Slot-based, account-specific SLA | TMS + Last Mile |
| On-trade (HoReCa) | Bars, restaurants, hotels | Small drop + returnable containers | DSD + returnable tracking |
| E-commerce fulfillment | D2C brands | Parcel + last-mile + returns | Last Mile + Multi-carrier |
| Cross-dock regional | Multi-SKU consolidation | Hub operations + middle-mile | Middle Mile + TMS |
What to do about it
Map your distribution cost by workflow — most FMCG operators find secondary DSD and settlement leakage are the largest addressable buckets. Unify primary and secondary onto one platform; the data benefits dominate the migration cost. Deploy Vera on dispute-heavy vendor and carrier relationships early — it’s the fastest-payback AgentFleet module. And treat returnable-container tracking as critical working-capital infrastructure, not a compliance afterthought.
For a deeper view on dispute automation, read how Vera works. Explore Shipsy for FMCG & CPG and the Transportation Management System.