by AnshumanD | Apr 16, 2026 | AI, Analytics
Designing AI-ready systems without destabilizing analytics foundationsExecutive SummaryAI/ML workflows introduce real-time processing, feature engineering, and new storage paradigms that traditional data platforms were not designed to handle. Most organizations...
by AnshumanD | Apr 15, 2026 | Insurance
Here is what we observe consistently across insurers: Chief Underwriting Officers are making portfolio-steering decisions on data that was stale before the meeting started. McKinsey’s Global Insurance Report 2025 confirms the cost. In commercial P&C, 60% of...
by AnshumanD | Apr 15, 2026 | Insurance
For insurance finance, actuarial, and performance leaders, few metrics carry as much strategic weight as the combined ratio. It is often treated as a single number summarising underwriting performance, but in reality it is a composite indicator shaped by two...
by AnshumanD | Apr 15, 2026 | Insurance
For CFOs, CUOs, and Heads of FP&A who need to spot profitability leakage before it erodes underwriting results.AM Best reports the U.S. P&C industry combined ratio improved to an estimated 95.0% in 2025, down from 97.1% in 2024. On paper, that looks like a...
by AnshumanD | Apr 15, 2026 | Insurance
For mid-sized Property & Casualty insurers, the competitive landscape has shifted in a way that is both subtle and profound. What once differentiated carriers, regional expertise, broker relationships, and underwriting intuition, is no longer sufficient to sustain...
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