Spend transparency requires comparable underlying data, not just a total project budget.
What to expect
- 01
Normalise roles and seniority
Different providers use different names and hierarchies. Map them to a consistent structure before comparing costs.
- 02
Make pricing models comparable
Hourly rates, day rates, blended rates and fixed prices need a common analytical framework rather than a superficial price comparison.
- 03
Combine historical clean-up with templates
Convert past proposals into the chosen structure and require suppliers to use standard submission templates for future tenders.
- 04
Turn data into negotiation insight
Normalised data supports supplier comparisons and market benchmarks. A broader data ecosystem can also support forecasts of prices, budgets and team structures.
About the author
As Product Manager at apadua, I work on turning data and technology into practical support for procurement teams. In this article, I explore how consistent data turns fragmented service proposals into useful commercial insight.
