Articles

Analysis and point of view on agentic AI in FMCG distribution

Article

What van sales distribution is, and what an AI agent does in an FMCG network that a dashboard cannot

What van sales means in FMCG distribution, and how an AI agent turns invoices and beat data into a decision that business intelligence only describes.

3 min read08 شهریور 1405Van salesAI AgentFMCG

Article

Business intelligence versus agentic AI on invoices and the FMCG supply chain

What business intelligence describes well in distribution, and what agentic AI builds as cause and action from the same invoices.

3 min read07 شهریور 1405Business intelligenceAgentic AISupply chain

Article

How an AI agent joins primary and secondary sales in FMCG distribution

The split between sales into the distributor and sales out to retail in FMCG, and when an AI agent may read the two layers as one claim.

3 min read06 شهریور 1405Primary salesSecondary salesAI Agent

Article

How an AI agent reads numeric and weighted store coverage in FMCG distribution

What numeric and weighted coverage mean in a distribution network, and which claim an AI agent can build from outlet invoices.

3 min read05 شهریور 1405Store coverageFMCG distributionAI Agent

Article

Customer concentration and wholesale risk: what an AI agent flags in the distribution supply chain

How revenue sitting on a few wholesalers makes a distribution network brittle, and which claim an AI agent should build before anyone celebrates volume.

3 min read04 شهریور 1405Revenue concentrationWholesaleAI Agent

Article

Forward buying in distribution promotions: when an AI agent sees window sales are not effect

How a promotion in the distribution network pulls demand forward, and which claim an AI agent builds from invoices before and after the campaign.

3 min read03 شهریور 1405PromotionForward buyingAI Agent

Article

Is the brand losing a channel or the market? The distribution sales question for an AI agent

How a distribution sales manager asks an AI agent to split a brand decline between one channel and the whole market, on invoice evidence, not meeting instinct.

3 min read02 شهریور 1405Brand declineDistribution channelAI Agent

Article

Tiered discounts and incremental margin in the distribution network: how an AI agent scores pricing

Why extra volume from a tiered discount can empty margin in distribution, and how an AI agent computes incremental margin from invoices.

3 min read01 شهریور 1405Incremental marginDistribution pricingAI Agent

Article

The autonomy ladder in FMCG distribution operations: which decisions an AI agent must not own

The rungs of AI-agent authority in distribution operations, and why stock cuts, price, and dropping a customer must stay human.

3 min read28 مرداد 1405Autonomy ladderDistribution operationsAI governance

Article

What invoice data an AI agent can use in distribution, and what you should not ask it

Which distribution-invoice fields are enough for a claim, and which questions sit outside Didrah’s AI agent and should stay unanswered.

3 min read25 مرداد 1405Distribution invoiceData qualityAI Agent

Article

How agentic AI measures real promotion effect in FMCG distribution, not guesswork

The difference between in-campaign sales and the uplift agentic AI actually measures, and why that difference changes the budget call in FMCG distribution.

1 min read12 مرداد 1405Agentic AIPromotionMeasurement

Article

Cannibalization in FMCG distribution: how an AI agent spots when a promotion didn’t create net sales

How an AI agent detects when a campaign ate a neighbouring brand’s volume in the FMCG supply chain, and what to do next.

1 min read28 تیر 1405Agentic AICannibalizationDistribution

Article

Reading FMCG campaign results with an AI agent: claim, evidence, and risk

The three-part frame an AI agent uses - claim, evidence, risk - to turn an FMCG distribution campaign report into a decision, not a narrative.

1 min read08 تیر 1405AI AgentCampaignDecision