The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for ERP dashboards and stock, expiry and cash control.
Pharma & Nutraceuticals (Manufacturing)
ERP dashboards and stock, expiry and cash control
Decisions wait on month-end; the owner flies blind between closes and "true margin" is an argument, not a number, because scheme, returns, deductions, yield loss and packaging waste are never netted in one view. The two scariest numbers, yield loss and expiry exposure, take three weeks to see when they take a day to matter.
Who has it
Across all segments; sharpest for formulation manufacturers and nutraceutical and supplement producers on expiry, margin and receivables, and for API and intermediates makers and contract and loan-licence makers on yield and conversion margin.
What we build
Plain screens the plant head, the QC head and the accountant open every morning over the connected layer: production and yield by line, QC pass/hold/reject, stock by warehouse with batch and expiry, near-expiry and write-off risk, claims and deductions pending and settled, fill-rate, and receivables ageing with credit-limit checks and a steady reminder cadence. Built on top of the maker's Tally, Marg or pharma ERP. Reminders run on their own; holding a dispatch, writing off stock, or a GST filing goes to a person.
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 ERP dashboards and stock, expiry and cash control; 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
The owner and managers run the week off live numbers; yield loss, expiry exposure, slow stock, below-floor SKUs and stretched receivables become visible while there is still time to act.
Illustrative outcome
Working capital tied in slow and near-expiry stock reduced as exposure surfaces early. 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.
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