Resources & Insights

Practical resources for decisions you can explain.

Use a worked case to inspect Quoveya’s evidence trail, download neutral comparison tools, or choose a framework for the decision in front of you. These resources focus on verification and trade-offs rather than automatic winners.

Choose the resource that matches your task

The demo is the best starting point if you want to see the product’s complete reasoning trail. The guides provide reusable processes and downloads; the AI article documents limitations and human review.

Start with the evidence

End-to-end offer comparison case

Open four synthetic source documents and follow provider detection, extraction, an AI assignment error, user correction, supplier questions, and a conditional recommendation.

Interactive worked example · synthetic documents

Open resource

Practical framework

How to compare vendor quotes

Move from raw offer values to normalized costs without hiding exclusions or planning assumptions. Includes a neutral XLSX and CSV comparison template.

Guide · comparison template

Open resource

Practical framework

Supplier selection scorecard

Build a weighted supplier decision with source-backed scores. Two scenarios show how changed priorities can change the ranking.

Guide · calculated XLSX scorecard

Open resource

Project workflow

Organize renovation quotes from brief to decision

Keep the brief, quote revisions, exclusions, payment terms, contractor questions, and final rationale connected throughout a renovation project.

Guide · renovation workflow

Open resource

Product transparency

How Quoveya uses AI — and where review matters

Understand what the workflow extracts, what it cannot guarantee, why uncertainty remains visible, and how a user correction changes a comparison.

Technical insight · error and correction example

Open resource

How these resources are prepared

Examples created by Quoveya are marked as synthetic. Product descriptions are checked against the current workflow, calculations are shown rather than hidden behind a score, and decisive values should still be verified in the source documents.

Read the editorial principles and review process.