The insurance industry is moving away from "artisanal" manual work toward a digital production line. In a recent discussion on the Piela Podcast, Salvatore Scuderi from K2G explained why industrialization is now a survival requirement for modern carriers.
The end of "Data Archaeology"
Today’s experts are often trapped as "living links" between 10 to 15 disconnected systems.
- The 30/70 gap. Specialists spend only one-third of their time on professional judgment; the rest is lost to "data archaeology" — manually searching and transferring data.
- Structural failure. Fragmented workflows and "shadow calculations" in Excel lead to inefficiency and expert burnout.
- The point-AI trap. Implementing isolated tools is like driving a Formula 1 car into a traffic jam — it doesn't solve the overall workflow bottleneck.
K2G’s orchestrated solution
True competitiveness comes from an orchestrated system of specialized agents rather than a single "black box" AI.
- Specialized agents. Modular units handle specific tasks like data cleansing, underwriting, and claims.
- The orchestrator. Acts as a conductor, managing the "human-in-the-loop" architecture where AI recommends and humans decide.
Impact: This approach reduces error rates by 25% to 40% and achieves adoption rates of 80–85%.
Transforming decisions with "Talk-to-Data"
The Talk-to-Data Agent allows managers to query complex datasets in natural language. What once took weeks of manual SQL analysis now takes seconds, reducing root-cause analysis time by 90%.
Vision 2030: the return of the expert
By 2030, Modular Building Units (MBU) will allow brokers to assemble tailored coverage in real-time. With 50% to 60% of manual tasks automated, underwriters and claims handlers will finally have the time to focus on what matters most: complex, high-empathy cases.
"Industrialization is the remedy for an organization that makes decisions more slowly than the world demands."
Ready to lead the industrial revolution in insurance? Explore K2G’s AI Solutions
Listen to the full episode with Salvatore Scuderi on the Digital Insurance Podcast.
