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HUFAgentic Organization

RETAIL & CONSUMER

From shelf to P&L, connected.

Supply, demand, transport and collections connected in cells that own outcomes.

CashCash 0Service levelService level 1MarginMargin 2CollectionsCollections 3SupplySupply 4
PeopleAgents

What we solve.

  • 01

    Supply control tower

    Inventory and stock-out visibility by store, with replenishment proposals.

  • 02

    Demand forecasting

    Forecast by SKU and store with promotion and seasonal signals.

  • 03

    Transport and deliveries

    Route and delivery tracking with non-compliance alerts.

  • 04

    Collections and trade credit

    Credit limits and collections prioritized by customer.

What the cell looks like.

Outcome
On-shelf availability and margin
People
Supply, sales, logistics, credit
Agents
Forecasting, replenishment, delivery tracking
Rules
Assortment and credit changes are decided by a person

  1. 01

    Signals

    Sales, POS, inventory, campaigns

  2. 02

    Agent

    Integrates data, detects anomalies, builds baseline

  3. 03

    Person

    Validates assumptions and scenarios

  4. 04

    Agent

    Proposes replenishment and simulates impact

  5. 05

    Decision

    Aligns service, cash, margin and risk

The path.

  1. 012 to 4 weeks

    Sprint

    We choose the outcome, build the business case and map the first cells.

    Deliverables

    Priority outcome · business case · cell map · roadmap

  2. Gate: business case approved
  3. 0290 days

    Pilot cell

    One cell running with real people and agents, measured on value, quality and adoption.

    Deliverables

    Human-agent workflow · role charter · RACI · playbook

  4. Gate: value and adoption measured
  5. 03Next wave

    Cell network

    We replicate components, update structure and talent, and install governance and portfolio.

    Deliverables

    Cell portfolio · governance · talent plan

Change management

  1. 01Understand
  2. 02Participate
  3. 03Practice
  4. 04Integrate
  5. 05Scale

A related case.

CONSUMER MULTINATIONAL · LATAM

In production

Regional exceptions Control Tower: only what puts a committed date at risk reaches leadership.

View case

Five agreements to start the redesign.

  1. 01OutcomeThe priority process and its KPI
  2. 02SponsorA leader accountable for value, risk and adoption
  3. 03TeamBusiness, process, IT, data, HR and control
  4. 04TalentCritical capabilities and the 70/20/10 learning model
  5. 05GovernanceHuman decisions, guardrails and success metrics

Let's design your first Outcome Cell.

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