Guidewire, a property and casualty (P&C) insurance software platform, has brought on engineers, data scientists and federated machine learning technology from integrate.ai to accelerate the rollout of Guidewire Intel to Tier 1 and Tier 2 insurers.
The move enables the platform’s largest carrier clients to train predictive models using aggregated insights drawn from across the wider P&C ecosystem, without exposing their own proprietary data to external parties. By incorporating integrate.ai’s federated machine learning capabilities, Guidewire says carriers can keep their data entirely private and localised while still benefiting from industry-wide scale.
Guidewire Intel, hosted on Guidewire’s cloud platform, is designed to tackle several persistent data challenges for large insurers. These include gaps in state-level or specialist data that persist even for carriers with extensive national datasets, limited visibility into macro-level market trends when relying solely on internal information, and the difficulty of building accurate predictive models around high-impact but infrequent insurance events, which by their nature generate too little data at an individual carrier level to model reliably.
Previously, access to Guidewire Intel had not been extended to Tier 1 and Tier 2 carriers due to the trade-offs involved. Gaining access to broader industry data historically meant either undertaking complex and costly integration projects or participating in traditional data-sharing consortia, which carried the risk of exposing competitively sensitive information to rivals. The integration of integrate.ai’s technology and team is intended to remove that barrier.
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