What metrics does Opagio track to validate its valuation accuracy over time?
Short Answer
Opagio tracks outcomes (exits, fundraising valuations) where data is available, comparing algorithmic valuations to realised values to calibrate and improve methodology.
Full Explanation
Validation approach: 1) collect data from companies who used Opagio and subsequently exited, 2) compare Opagio's historical valuation to exit valuation, 3) measure accuracy (typically within 15-25% range for most assets), 4) identify where methodology underperformed and adjust calibration. Data limitations: most early-stage companies don't exit publicly (making post-hoc validation difficult), and exit valuations are influenced by buyer-specific factors (synergies, buyer's cost of capital) beyond the asset's intrinsic value. Ongoing validation: as more Opagio users complete exits and report results, datasets grow and accuracy improves. Current accuracy ranges: customer relationships (±10-15%), technology assets (±15-25%), brand values (±15-20%), depending on data quality and comparable availability. Transparency: Opagio publishes periodic accuracy reports (anonymised) showing how valuations compare to outcomes, building credibility. For users, this validation demonstrates that the methodology is sound and calibrated to real-world outcomes. Opagio doesn't claim perfect accuracy — valuations are inherently uncertain — but shows that methodology is evidence-based and continuously improved.
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