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Use case

Explain a margin change

Reconstruct why margin on a product or line changed across cost, price, mix, and discount decisions — instead of defending a spreadsheet story.

Human owner: Finance analysts · Product managers · Sales operations · Pricing

Synthetic finance demonstration available. ERP connectors under development with design partners.

Why ordinary search fails

The company already knows the answer; it is just scattered, revised, and sometimes contradicted.

Cost, price, volume, and mix live in different systems; finance, sales, and operations each hold a partial answer. Spreadsheets combine them manually and silently.

Finance blames mix; operations blames supplier cost; sales blames discount

Each system uses a different part number, period, or cost version

One-off discount not linked to the product line

Supplier change landed in procurement but not in finance reporting

Relevant record classes: ERP cost records · Sales transactions and price lists · Discount approvals · Supplier change notices · Product mix reports

Representative questions

The question — and what the answer carries.

Continuum reconstructs the answer from the relevant record classes, applies the context rules when sources conflict, attaches the evidence, and marks anything unsupported or uncertain for the named human owner.

Why did margin on this product change between last quarter and this one?

Synthetic illustration
Context rules
Approved finance report over local spreadsheet · Signed discount approval over verbal promise · Actual cost record over forecast · Same part number and period across systems
Evidence attached
Costed BOM snapshots · Approved discount forms · Sales transaction extracts · Supplier change notices
Relevant experience
Pricing manager knowledge of exception deals · Product manager memory of channel mix shifts
Human boundary
Continuum does not close the books or override accounting judgment · The finance owner validates the final margin bridge

Also asked in this environment

  • Which driver — cost, price, mix, or discount — carries the most evidence?
  • Are conflicting explanations using the same part number and period?

Boundaries and ownership

What stays with named humans.

Continuum does not cross these lines

  • Continuum does not close the books or override accounting judgment
  • The finance owner validates the final margin bridge

Product output

A margin bridge with cited sources, conflicting explanations surfaced, and gaps marked for the finance owner.

Product status: Synthetic finance demonstration available. ERP connectors under development with design partners.

Operational proof

See the company brain work on this question.

Explain a margin change — Use Cases · Veldarium Continuum