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In this episode of Making Risk Flow: Exploring the Ecosystem, host Jake Harding speaks with Greg Johnson, CEO of Confianza, and Chief Data Officer John Petricelli about the hidden profitability most carriers overlook. They explore how legacy data strategies leave 20–40% of premium and portfolio value untapped, and why context-driven, niche data sources are reshaping underwriting and renewals. From tenant risk and household composition to commodity-linked replacement costs and behavioural indicators, Greg and John explain how richer inputs create sharper risk selection and pricing accuracy.
The conversation also highlights portfolio optimisation as a powerful growth lever, identifying leakage, misclassified exposures, and cross-sell opportunities already within the book. It’s a practical discussion on engineering discipline in analytics and building a 360-degree view of risk to unlock measurable competitive advantage.
Fan Mail: Got a challenge digitizing your intake? Share it with us, and we’ll unpack solutions from our experience at Cytora.
To receive a custom demo from Cytora, click here and use the code 'Making Risk Flow'.
Our previous guests include: Bronek Masojada of PPL, Craig Knightly of Inigo, Andrew Horton of QBE Insurance, Simon McGinn of Allianz, Stephane Flaquet of Hiscox, Matthew Grant of InsTech, Paul Brand of Convex, Paolo Cuomo of Gallagher Re, and Thierry Daucourt of AXA.
Check out the three most downloaded episodes:
By Cytora2
44 ratings
In this episode of Making Risk Flow: Exploring the Ecosystem, host Jake Harding speaks with Greg Johnson, CEO of Confianza, and Chief Data Officer John Petricelli about the hidden profitability most carriers overlook. They explore how legacy data strategies leave 20–40% of premium and portfolio value untapped, and why context-driven, niche data sources are reshaping underwriting and renewals. From tenant risk and household composition to commodity-linked replacement costs and behavioural indicators, Greg and John explain how richer inputs create sharper risk selection and pricing accuracy.
The conversation also highlights portfolio optimisation as a powerful growth lever, identifying leakage, misclassified exposures, and cross-sell opportunities already within the book. It’s a practical discussion on engineering discipline in analytics and building a 360-degree view of risk to unlock measurable competitive advantage.
Fan Mail: Got a challenge digitizing your intake? Share it with us, and we’ll unpack solutions from our experience at Cytora.
To receive a custom demo from Cytora, click here and use the code 'Making Risk Flow'.
Our previous guests include: Bronek Masojada of PPL, Craig Knightly of Inigo, Andrew Horton of QBE Insurance, Simon McGinn of Allianz, Stephane Flaquet of Hiscox, Matthew Grant of InsTech, Paul Brand of Convex, Paolo Cuomo of Gallagher Re, and Thierry Daucourt of AXA.
Check out the three most downloaded episodes:

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