The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for One clean data system: the connected layer.
FMCG & Packaged Food
One clean data system: the connected layer
The accounting or ERP system does not talk to the distributor app, which does not talk to the scheme spreadsheet, and the same product or distributor is spelled three different ways, which is exactly why nothing reconciles.
Who has it
All segments running an accounting/ERP system plus a distributor app plus a scheme spreadsheet plus a stock book that do not talk.
What we build
We quietly clean and standardise one product list, one distributor list and one scheme list, then connect the accounting/ERP system, the distributor app and the spreadsheets into one reconciliation layer using simple read-only links, without ripping out and replacing what works, every figure traceable to its source. One source of truth, without an 18-month ERP project. For data-sensitive owners this can be designed for in-country or on-prem deployment where required, subject to written scope and counsel review. This is unglamorous, and it is step one.
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 One clean data system: the connected layer; 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
One source of truth that updates on its own; every later dashboard, claim match, secondary-sales view and question stands on the same trusted base; hours of manual export-and-merge removed each week.
Illustrative outcome
Re-keying and reconciliation-by-hand hours removed weekly; everything downstream finally reconciles. 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.
Related builds
What tends to pair with this one.
Same industryAnomaly AlertsSee what we buildSame industryLaunch new products without the wasteSee what we buildSame industryAsk your data in plain EnglishSee what we buildAgri-Inputs & AgritechConnected data layer across ERP, portals and the PoS railSee what we buildAgri-Processing & CommoditiesConnected data layerSee what we buildAuto Components & AncillaryConnected data layerSee what we build
Find the one build worth funding first.
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.