Insight archivos - Skymantics

Smarter business risk forecasting: Financial institutions need better modeling

In today’s unpredictable economy, assessing business risk can’t rely on financials alone. Credit ratings, loan approvals, and market entry strategies depend on a deeper understanding of where a business operates, what it does, and how broader trends affect its future. Yet most models still look backward—at outdated financials and limited claims data—ignoring systemic factors like: […]

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When the Foundation Cracks: What History Teaches Us About Real Estate Risk

Insight / Antonio Correas

In 2008, the world watched as the U.S. housing market—long considered a cornerstone of financial security—collapsed seemingly overnight. Home values plummeted, foreclosures soared. Families lost not only their homes, but their savings, their stability, their dreams. Most people remember the financial aspect: subprime mortgages, risky lending practices, over leveraged banks. But underneath the headlines, deeper

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A system on the brink: Health insurers and reinsurers must act before a Collapse

Insight / Antonio Correas

Over the years, I have met an increasingly number of acquaintances who gave up health insurance. In an act of balance of personal risks (financial vs health), more people just choose to stop going to the doctor. Now imagine that story—multiplied by millions. A shrink in the public healthcare budget won’t be loud or dramatic.

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How Insurers Can Thrive in Chaos: 5 Modern Challenges and the Data-Driven Way Forward

Insight / Antonio Correas

The insurance and risk management industry is at a crossroads. A collision of economic uncertainty, regulatory pressure, climate-driven disasters, and changing customer demands is pushing insurers to rethink how they assess and manage risk. But amid the chaos lies an opportunity to modernize—by bridging data gaps, upgrading modeling tools, and embracing AI-driven decision-making. Here is

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Artificial-Intelligence_Business-operations

Beyond the hype Part 3: Perception of Generative AI authority

Insight / Antonio Correas

This is the final of three microposts laying out words of caution about Generative AI. Here we will outline the dangers of perception of GenAI authority. In the past two microposts we talked about its risks and misuses. Generative AI refers to AI techniques that learn a representation of artifacts from data and use it

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Beyond the hype Part 2: Misuses of Generative AI

Insight / Antonio Correas

This is the second of three microposts laying out words of caution about Generative AI. First we talked about risks of using Generative AI inappropriately. Here we will outline the potentials for voluntary misuse of this technology for intentionally causing harm. In a future post, we will look at how our human psychology perceives Generative

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Beyond the hype Part 1: Risks of Generative AI

Insight / Antonio Correas

This is the first of three microposts laying out words of caution about Generative AI. Here we will outline the usage risks, and in future posts we will talk about voluntary misuse and risks of authority perception. Generative AI refers to AI techniques that learn a representation of artifacts from data and use it to

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The dilemma of Open Data

Insight / Antonio Correas

Open Data is a very powerful type of asset for people, governments, and commercial entities worldwide. Open datasets, being easy to access, without restrictions to use and process, and interoperable, generate trillions of dollars annually in the global economy. This data, which can be easily crowdsourced and shared, perfectly covers use cases requiring cross-border data

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Synthetic data for aviation: a new approach of test and analysis

Insight / Chales Chen

It is in Skymantics’ DNA to address the needs of the aviation industry in the areas of data exchange and analysis. Some valuable lessons learned over the years is that it is a challenge environment due to three main factors: Complex potential scenarios. Aviation is a complex ecosystem of airspace users and air traffic managers. Current

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5G Cell phone or mobile service tower with aircraft approaching to land

The 5G (C-band) interference problem: what can airports do?

Insight / Antonio Correas

The recent skirmish between the FAA, mobile carriers, and the airline community, regarding risk of 5G interference with aircraft radio altimeters, has left U.S. airports wondering about their role in this dispute. Airports are obviously one of the entities most affected by the problem, however they never had a say on the potential solutions nor have received

The 5G (C-band) interference problem: what can airports do? Read More »

Insight

Smarter business risk forecasting: Financial institutions need better modeling

When the Foundation Cracks: What History Teaches Us About Real Estate Risk

A system on the brink: Health insurers and reinsurers must act before a Collapse

How Insurers Can Thrive in Chaos: 5 Modern Challenges and the Data-Driven Way Forward

Beyond the hype Part 3: Perception of Generative AI authority

Beyond the hype Part 2: Misuses of Generative AI

Beyond the hype Part 1: Risks of Generative AI

The dilemma of Open Data

Synthetic data for aviation: a new approach of test and analysis

The 5G (C-band) interference problem: what can airports do?

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