ML - Mesh Digital LLC's Insights

ML

A collection of 15 posts

Using AI to Enhance Healthcare Claim Accuracy in the U.S. Healthcare System: A Payer's Guide

Healthcare Featured

Using AI to Enhance Healthcare Claim Accuracy in the U.S. Healthcare System: A Payer's Guide

AI can cut U.S. health‑claim errors, fraud and admin waste worth $80B+ yearly. 2024‑25 rules demand FHIR data and explainable algorithms. Mesh Digital’s Adaptive AI™ roadmap links clean data, secure ML and human oversight to lift clean‑claim rates to 99%.

AI in Healthcare: Cutting Through the Noise & Overcoming Data Barriers for Success

AI in Healthcare: Cutting Through the Noise & Overcoming Data Barriers for Success

AI in U.S. healthcare faces hurdles from data silos, interoperability, legacy systems, and compliance. Quality data, security, and workflow integration are key. Mesh Digital LLC helps firms overcome these barriers, ensuring scalable, compliant, and transparent AI adoption.

Mesh Digital Launches 'Insights Podcast Series'—Tune In for a Digital Deep Dive

Podcast Featured

Mesh Digital Launches 'Insights Podcast Series'—Tune In for a Digital Deep Dive

Mesh Digital LLC has launched the Insights Podcast Series, now available on Apple Podcasts, Spotify, and YouTube Podcasts. Tune in for expert discussions on digital trends, strategies, and industry insights. Subscribe today on your favorite platform and stay ahead in the digital game!

Structuring a Framework for Small Language Model (SLM) Adoption in Highly Regulated Markets: A Pragmatic Approach

Structuring a Framework for Small Language Model (SLM) Adoption in Highly Regulated Markets: A Pragmatic Approach

Adopting AI in regulated sectors like finance, healthcare, and government is a delicate balance. Compliance, data security, and transparency are non-negotiable, making innovation feel more like walking a tightrope than sprinting forward—especially when AI plays a central role.

Small Language Models (SLMs), Big Impact: Navigating the Best AI Solutions for Your Business in 2024

Small Language Models (SLMs), Big Impact: Navigating the Best AI Solutions for Your Business in 2024

In 2024, small language models (SLMs) offer efficient, lightweight alternatives to larger models. With faster deployment, lower computational needs, and domain-specific customization, SLMs are ideal for various industries. This article explores open-source SLMs, their strengths, and weaknesses.

Blocking & Tackling: Ensuring Your Data Strategy Supports Generative AI & Advanced Analytics

Blocking & Tackling: Ensuring Your Data Strategy Supports Generative AI & Advanced Analytics

This article discusses the foundational elements and anti-patterns for developing a robust Data Strategy to support GenAI and advanced analytics. Key points include ensuring data quality, governance, and trust while avoiding pitfalls.

It's 10PM. Do You Know Where Your Training Data Is?

It's 10PM. Do You Know Where Your Training Data Is?

With the whipsaw rate of the evolving landscape of generative artificial intelligence (GenAI), the age-old adage "garbage in, garbage out" takes on a whole new level of significance.

Creating a Flywheel for GenAI Transformation: A Framework for Unlocking Sustained Value

Creating a Flywheel for GenAI Transformation: A Framework for Unlocking Sustained Value

As GenAI continues to reshape the business landscape, firms are grappling with harnessing its potential. The promise of GenAI is undeniable, realizing its full impact requires a strategic and holistic approach – one that transcends mere technology fostering a self-sustaining flywheel.

Empowering Human Intelligence with Prescriptive Analytics Where it Matters Most

Analytics Featured

Empowering Human Intelligence with Prescriptive Analytics Where it Matters Most

At Mesh Digital LLC we believe that data & analytics products should be pervasive and best delivered at the point of consumption. In other words, analytics and insights are embedded and available at the right times, at the places that consumers use their everyday digital services to do their work.

When AI Can't Replace Humans: Informing & Managing Risk

When AI Can't Replace Humans: Informing & Managing Risk

Although Artificial Intelligence (AI) has revolutionized various industries by automating processes, analyzing data, and making predictions it can't replace humans entirely (yet) in risk management.

AI's Impact on Risk Management: Transforming Global Enterprises' Risk Posture, Investments, and Strategies

AI's Impact on Risk Management: Transforming Global Enterprises' Risk Posture, Investments, and Strategies

AI is rapidly reshaping industries and business practices, and its impact on risk management is no exception. This article explores the profound implications of AI on risk management practices.

Impact Study: Global Open Data Strategy Risks & Opportunities

Impact Study: Global Open Data Strategy Risks & Opportunities

When a Global Chief Data Officer of one of the oldest, largest, and most respected Financial Institutions (FIs) in the world realized they were getting disrupted in the market by weaponized data, she needed a new narrative.

Using Data Science and Machine Learning to predict the Economic Health of Small Island Developing Economies (SIDEs).

Using Data Science and Machine Learning to predict the Economic Health of Small Island Developing Economies (SIDEs).

Using Data Science and Machine Learning to predict the Economic Health of Small Island Developing Economies (SIDEs)

Is Healthcare Under Cyber Attack from the Inside? Using AI and Data Science to ID Cyber Risks in Healthcare.

Is Healthcare Under Cyber Attack from the Inside? Using AI and Data Science to ID Cyber Risks in Healthcare.

Is Healthcare Under Cyber Attack from the Inside? Using AI and Data Science to ID Cyber Risks in Healthcare.