The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Listen to the market.
FMCG & Packaged Food
Listen to the market
A quality problem (taste off in a batch, packs leaking, short weight, expiry on shelf, a foreign-object or adulteration claim) surfaces in public reviews, marketplace ratings and trade chatter for a quarter before anyone inside hears about it, by which time ratings and a brand's standing have already taken the hit.
Who has it
Packaged-food and snack manufacturers, beverage and dairy makers, and bakery, confectionery and ready-to-eat producers, any consumer-facing branded product, lighter for the pure depot and super-stockist.
What we build
A simple routine that watches reviews and complaints across marketplaces, Google and social, groups them by theme (taste, pack leak, short weight, expiry), and routes each to quality and operations. Any public reply goes to a named person first.
What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data for Listen to the market; it never owns the number, the approval, the promise or the decision.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
What changes day to day
A quality problem is heard from the market in days, not quarters; ratings hold up; the few real causes surface instead of being lost in noise.
Illustrative outcome
Quality and pack issues caught and acted on in days; ratings protected. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
How this one gets built.
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
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What tends to pair with this one.
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