+10.7% versus Plan
AdventureWorks beats Plan—but volume is not the reason
The management question is how to protect margin while reducing product and geographic concentration.
Clara
Actual vs Plan sales extract; values shown without currency.
A 3.03m sales uplift converts into 1.14m of gross margin
37.7% of gross-sales upside
Plan was 39.14%
15,912 units in both scenarios
Gross margin = Salesamount − Discount − Cogs; source currency is unknown.
The sales bridge is entirely rate-driven
Values in millions; currency unknown.
Actual reaches 31.39m with no unit variance; this is not evidence of demand growth.
Plan 28.36m + uplift 3.03m = Actual 31.39m.
Road Bikes carry scale; Mountain Bikes carry margin quality
Road Bikes
52.1% of Actual gross sales
36.6% after discounts and COGS
Price, discount, and sourcing by product and region
Mountain Bikes
34.2% of Actual gross sales
44.0%—about eight points above Road Bikes
Protect the pricing and sourcing economics
Actual scenario; source currency is unknown.
Mountain Bikes combine scale with the strongest bike margin
Actual scenario; margin uses net sales.
Mountain Bikes are the clearest defend-and-invest franchise in this extract.
Bubble area represents units; source currency is unknown.
The business is concentrated by geography and product—not by customer
of Actual gross sales
of Actual gross sales
of Actual gross sales
Named-customer aggregation in the Actual scenario.
FY2019 looks like growth, but the population changed with it
6.25m in FY2018 → 16.89m in FY2019
3,222 → 10,483
3,219 → 8,963
31 → 61
Treat the increase as population expansion until completeness and like-for-like coverage are documented.
A stable product, customer, geography, and period perimeter would change this conclusion.
Fiscal year runs July–June in this analysis.
The extract supports commercial diagnosis—not a full company valuation
Reconciled to the source rows
supportedUse for portfolio and scenario review
No source field or metadata
openKeep values unitless
Population changes materially by year
partialRequire like-for-like coverage
No opex, cash flow, returns, or inventory
openDo not infer enterprise economics
Semantic contract is structurally valid but remains draft-unreviewed.
Protect the margin engine, test the scale engine, fix the evidence base
Preserve Mountain Bike pricing and sourcing that support a 44.0% margin rate.
Commercial + sourcingExplain the Road Bike margin gap by product, discount, region, and cost assumption.
Finance + categoryCreate a like-for-like fiscal view with documented coverage and confirmed currency.
Data ownerThe current evidence supports a commercial action plan—not a growth victory lap.
Clara recommendation based on the reviewed AdventureWorks extract.