The insurance industry is currently investing billions in digitalisation, artificial intelligence and automation. Comparison platforms improve market transparency, dynamic pricing systems optimise existing tariffs, and AI applications are supporting customers seeking information.
Comparison systems display prices. They do not explain why those prices are set. They do not reveal the rules, risk models, product decisions or strategic considerations behind them. They do not reveal how competitors react to market changes, how tariffs change over time, or how individual providers assess different customer segments.
This market intelligence has largely remained a black box.
A new generation of technologies is no longer simply observing the market – it is modelling it. Instead of merely collecting prices or connecting to interfaces, market models are being built that reconstruct the pricing logic and behavioural patterns behind observable prices.
This is giving rise to what are known as market twins. Similar to digital twins in industry, they aim to replicate real-world systems as accurately as possible. The difference is that they model markets rather than machines.
This approach is creating an entirely new category of infrastructure for insurance markets. Infrastructure that supports pricing, product development, sales and AI applications alike:
· real-time predictions for millions of individual risk profiles,
· simulations of pricing changes,
· analysis of potential competitive responses,
· product development based on real market dynamics, and
· AI applications for sales and customer interaction, powered by genuine market understanding.
One company pursuing this approach is finsago – an AI-based infrastructure for insurance markets that replicates the pricing logic and behavioural patterns behind competitors‘ prices. The infrastructure does not rely on APIs or data partnerships, while integrating them wherever they are available and commercially beneficial.
Following more than five years of development and validation, the technology is now being made available, for the first time, to selected market participants through exclusive, perpetual white-box country licences as part of a structured strategic opening process, enabling immediate integration.
„We believe that the ability to access high-quality market intelligence will become one of the defining competitive factors in the insurance market over the coming years,“ says Dr Johannes Ospald, Co-Founder and Managing Director of finsago.
Further information on AI-based market intelligence for insurance markets:
www.finsago.com
finsago is an AI-based infrastructure for insurance markets, powering pricing, products and sales.
Contact
finsago
Dr. Johannes Ospald
Leonfeldner Straße 328
4040 Linz
Phone: +436765686523
E-Mail: 
Url: http://www.finsago.com