Using AI to compare supplier quotes
Explore how AI can help compare quotes from suppliers, subcontractors or installers faster — across price, scope, terms, delivery times and deviations.
AI Research in construction
Explore how AI can make quote comparison in construction smarter.
Are you doing an internship at a construction company? Umbiko helps you turn AI in construction procurement into practical research. Analyse supplier quotes, terms, deviations and risks, and discover how AI can save time, reduce errors and support better purchasing decisions.
Research topics students can explore
What can students research with Umbiko?
You don’t need a perfect research question from day one. These topics help you choose a clear direction for your internship, improvement project or graduation research.
Reducing manual work
A lot of time is lost searching, retyping and checking information. Explore which steps in the procurement process AI can help speed up.
Spotting procurement risks earlier
Supplier quotes often include exclusions, deviations or unclear terms. Explore how AI can help procurement teams identify these risks faster.
Improving collaboration in project teams
Procurement touches estimating, work preparation, project management, finance and legal. Explore how a single structured overview can help teams collaborate more effectively.
Creating reliable AI output
Explore why source references matter. How can users verify what an AI conclusion is based on?
Adopting AI in the construction industry
Explore what construction companies need to truly adopt AI — from trust and security to clear processes and employee acceptance.
Get support for your internship research
What Umbiko can offer students
Umbiko helps you turn your research into something practical. Instead of abstract theory about AI, you get concrete input you can use during your internship.
Example research questions
Use practical research questions about AI in construction procurement, supplier quote comparison, document analysis, error reduction and time savings.
Helpful resources for your research
We provide documentation on AI in procurement, quote analysis, supplier comparison and source-traceable AI output.
Questions you can use in interviews
Use sample questions for conversations with buyers, project managers, estimators, work planners or managers at your internship company.
Real-world examples
Explore recognisable real-world situations where construction companies need to assess multiple supplier quotes, technical documents and supplier responses.
Get a free account
Create a free Umbiko account and see how AI analyses documents, structures information and makes results easy to verify.
Book a demo or get a short introduction
Want to discuss your research idea? Book a short demo or introduction, and we’ll help you make your topic more focused.
Example internship assignment
This is what your research could look like
A possible internship assignment could be: “Research how AI can improve the quote comparison process within a construction company.”
As part of this research, you could look at:
- how quotes are currently received and assessed;
- how much time buyers or project teams spend comparing quotes;
- where errors or unclear information occur;
- which information is often missing;
- how risks in terms, conditions or scope are identified;
- how AI can help analyse documents;
- what employees need in order to trust AI output;
- what the potential business case is for the construction company.
This makes your research practical, recognisable and valuable for your internship company.
Value for students and construction companies
What your internship company gains from your research
For the student
For the construction company
You work on a current and relevant research topic.
The company gains practical insight into how AI can improve procurement processes.
You work on a current and relevant research topic.
The company gains insight into where time is lost during quote comparison.
You can use a free account as a real-world example in your research.
The company gains insight into where risks and deviations can be spotted earlier.
You can conduct interviews with different roles within the company.
Procurement, estimating and project management teams gain input for improving their processes.
Your research becomes practical, not just theoretical.
The outcome can lead to a concrete business case or practical improvement recommendation.
You link AI to real construction processes.
The company gains practical insight into AI adoption in the construction industry.
Research questions you can use right away
Example research questions for your internship
How can AI help construction companies compare supplier quotes faster?
Research which steps are still handled manually and how much time is spent on them.
Which information is often overlooked when supplier quotes are assessed?
Look at scope, terms, certifications, warranties, delivery times, pricing and deviations.
How can AI help construction companies spot risks in supplier quotes earlier?
Research how deviations, exclusions and unclear terms can be identified faster.
What is the business case for using AI in construction procurement?
Research the potential impact on time savings, error reduction, collaboration, decision-making and risk management.
How reliable does AI output need to be for procurement teams?
Research why source references, verifiability and human review are essential when working with AI output.
What do construction companies need to adopt AI successfully?
Research AI adoption, data security, internal processes, training and employee trust.
Zet je student aan de slag met echte inkoop-AI.
Magic-link, 48 hours full access. No credit card. Begeleiding vanuit Umbiko inbegrepen.