“Professional services procurement will benefit from the targeted use of AI.”
Key takeaways
- 01
Three phases, three starting points
Professional services procurement consists of specifying needs, preparing the tender, and selecting and awarding providers. AI supports each phase: identifying and describing needs, pre-selecting providers and analysing proposals. Used well, AI improves service quality and supplier availability while cutting costs and streamlining processes.
- 02
AI already works in the background
On the apadua platform, AI helps with data curation, proposal evaluation and benchmarks. The biggest hurdle is the sheer number of providers without shared market standards.
- 03
Predictive pricing with KWS
Reliable price and budget predictions need structured project data. The development partnership with KWS investigated how to put that foundation to work for service projects, including beyond large corporations.
- 04
What comes next
The next opportunity is to connect specification, supplier communication and proposal evaluation. Automation should account for market trends, sustainability and risk; these capabilities were planned at the time of publication.
About the author
As co-founder and product lead at apadua, I work every day on how AI can meaningfully support the procurement of professional services. In this guest article, I show where AI already makes a difference today – and what procurement teams can expect next.

