Module 1 · 75 minutes
Quantitative & AI Valuation Methodology
How the AIQV platform selects comparable sales and weights market variables — transparently, with the valuer in control of every conclusion.
Lessons
- 1.1 Why quantitative methods, and where they stop
- 1.2 Comparable sales selection
- 1.3 Weighting, adjustments and confidence
- 1.4 Imagery and desktop evidence
- 1.5 When to override or decline
Learning outcomes
On completing this module you will be able to:
- Explain how comparable sales are retrieved, filtered and ranked by the AIQV platform.
- Interpret similarity scores, adjustment metrics and confidence ranges.
- Identify when model output is unreliable and must be overridden or the engagement declined.
- Document the reasoning behind every accepted, rejected or re-weighted comparable.
