Nestlé
CircuitXRural Decision Dashboard
Decision prototype · illustrative data

INVENTORY VISIBILITY · BETTER SERVICE · DISCIPLINED EXPANSION

District decisions and route actions

Check performance · assign the next action · test the route · release on evidence

Pilot District B1
01

Are we meeting the five case targets?

One view of service, demand, stock, freshness and cost.

What needs action?

Recommended, not executed

Physical ≠ saleable stock

Illustrative one-SKU snapshot · units

Physical1,240
Blocked80
Saleable physical1,160
54 quarantined26 expired / damaged

Not available-to-promise: deduct existing commitments and check each product / batch before delivery.

Approval safeguards

Case targets use strict > / < limits. Stock accuracy ≥95%, mandatory events ≥98%, positive full contribution, approved partner / support capacity and replication evidence are additional proposed gates. Evidence: 8–12 weeks of operations against matched controls and 3–6 months of freshness / economics, extended where the category requires. All are simulated here; human approval is still required.

02

Can we serve a route economically?

Consolidate confirmed orders, then verify stock before promising delivery.

60 orders150-order capacity

Try 100 → 140 orders, then untick stock verification. Consolidation must stay within the original service promise and freshness limits.

All-in cost / order₹130
Cost vs urban1.30×
Full route contribution₹12,000

Cost per order: reference vs plan

Dashed line: cost must be <₹120/order, given assumed urban ₹100.

This route experiment does not change the district KPIs above. Expansion needs sustained district-level proof.

Route assumptions · illustrative, not company cost data

Same circuit, within a 150-order vehicle limit. All-in service cost = ₹7,000 fixed per trip + ₹60 per confirmed order. Comparable urban cost is assumed at ₹100/order. Contribution = ₹250/order after product and trade costs − all-in service cost. Service cost bundles transport, handling, partner charges, failures / returns, credit, support and working capital. Finance must validate this cost scope and the like-for-like benchmark. The stock checkbox is a demonstration input, not an inventory integration.

03

When do we expand?

Start with Cluster B; use accessible Cluster A locations to test harder conditions.

1PrepareMonths 0–2

Verify data, owners and stock visibility.

2Small pilotMonths 3–5

200–500 villages; compare against controls.

3Prove repeatabilityMonths 6–8

Conditional 2–3k across districts / distributors.

4Release next waveMonths 9–12

Conditional 10–15k only if every gate passes.

Evidence fails?

Hold the last viable footprint, e.g. 3k. Repair the constraint, reopen evidence and retest. Do not force 15k.

What counts?

Distinct sustained villages: ≥2 completed cycles, approved assortment / calendar, no unresolved quality issue. Deduplicate and subtract lapses.

Five-year ambition: 100k additional sustained villages. A + B cover only 75k. Audit and screen the nominal 25k Pool X gap; pilot eligible types from Year 2, with reserves for rejection and lapses.