AI

A collection of 38 posts

Identity Featured

The Death of the IAM Monolith: Dismantling the Identity Tax in Financial Services and Healthcare

Legacy IAM 2.0 is slowing banks, insurers, and hospitals with clunky logins, high costs, and risky blind spots. The article calls for IAM 3.0: smarter, real-time identity that sees humans and machines, cuts friction, boosts security, and proves value across the business, safely.

Trends Featured

Mesh Digital Insights - 2025 Top 10 Insights Roundup

From Explainable AI to healthcare shifts, 2025 was about moving from hype to value. We looked at what resonated most with our community.

AI

The Lost Layer in Enterprise Testing: Why Every AI-UAT Strategy Needs an MCP Server

Mesh’s MCP Server is the missing bridge between business intent and executable tests. It captures natural-language goals, enriches them with enterprise context, orchestrates mappings to automation, executes in CI/CD, and feeds back auditable results, shrinking UAT from weeks to hours.

AI Featured

Translating English to Geek (and Back): How AI Can Finally Fix User Acceptance Testing

AI is transforming user acceptance testing from a bottleneck into a breakthrough. Learn how Mesh Digital’s AI-powered approach translates English to Geek and back empowering business users, accelerating QA, and redefining quality for the enterprise era.

Healthcare Featured

Top 10 U.S. Healthcare Trends for 2026: Stop Piloting Tools, Start Installing an Operating System

U.S. healthcare hits a 2026 inflection point. Winners stop piloting tools and install an operating system: governed data, AI at the edge, interoperable APIs, real-time value, consent-first identity, and human-centered adoption, turning strategy into measurable outcomes.

Strategy Featured

Engineering Alone Won’t Save You. It’s Time for a Commercial Operating Model.

Most transformations over-index on activity, not value. Strategy-in-Motion PODs™ link board intent to engineering with one backlog, capital rules, and live telemetry—delivering predictable costs, faster cycle times, and AI that ships to production. If it doesn’t move P&L/risk, it’s tech debt.

Strategy Featured

Your Strategy Doesn’t Need More Slides, It Needs a Single Path to Value

Your old Strategy looks like your new Strategy, now with AI as a bolt-on. Modern Corporate Strategy centers on value pools, data products, governance-by-design, single-path execution, and ecosystem orchestration. Consultants remain vital for coordination and capital choreography. Act. Measure. Go...

AI Featured

More Code, More Chaos: The Hidden Cost of AI in Software Engineering

AI is reshaping software engineering, but speed without systems thinking creates chaos. The 2025 DORA Report shows productivity gains masked by instability. The winners won’t just generate more code, they’ll build sustainable value through platforms, developer experience, and culture.

AI Featured

Explainable AI (XAI): Opening the Black Box Before It’s Too Late

AI can’t remain a black box, especially in finance, insurance, payments, and healthcare. Explainable AI (XAI) builds trust, compliance, and performance with methods like SHAP/LIME and saliency maps. With AI already deployed, embed XAI now and align to NIST and the EU AI Act.

Cyber Featured

Identity Is the New Perimeter — And Yours Is Already Under Attack

IAM 3.0 transforms identity from a static gatekeeper to a growth engine, delivering seamless access, stronger security, and automated compliance. It unifies workforce and customer IAM, adapts in real time, governs human and machine identities, and powers future-ready digital experiences.

AI

Digital-Me™ - Because One of Me Was Never Going to Be Enough

Clone yourself with an AI twin to answer prospects, draft content, and extend your brand round-the-clock. Demand zero-trust security, self-sovereign ID, kill-switch control, data vaults, and strict IP ownership. Pilot small, audit often, scale only if value beats risk.

Wealth Management Featured

The RIA Dual Mandate: Navigating Digital Transformation and Service Expansion for Enduring Growth (2025–2026) Part II: Service Expansion

Part II charts RIAs’ evolution into the Family CFO, blending tax, estate, philanthropy, alternatives, and multi-family-office services. Integrated expertise and data-driven operations deepen trust, diversify revenue, and sustain multi-generational loyalty.

Wealth Management Featured

The RIA Dual Mandate: Navigating Digital Transformation and Service Expansion for Enduring Growth (2025–2026) Part I: Digital Transformation

Part I shows how future ready RIAs turn digital transformation, AI-driven workflows, unified data, and client-centric portals into a scalable backbone that trims costs, boosts advisor capacity, and sets the stage for richer, tech-enabled growth.

Cyber Featured

Invisible Agents, Visible Risks: A CISO’s Guide to Agentic AI in Regulated Industries

Agentic AI offers powerful autonomy but introduces new risks; shadow AI, unchecked decisions, data leaks, and cyber threats. This article outlines key challenges in healthcare and finance and provides strategies for CISOs to secure, govern, and ethically deploy Agentic AI systems.

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%.

Healthcare

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.

Healthcare Featured

Strategies for Improving U.S. Healthcare Outcomes and Managing Costs Through Digital Innovation (2025): Part II (Digital Innovations)

Digital technologies can transform U.S. Healthcare, improving outcomes and controlling costs. This report explores evidence-based interventions—patient segmentation, AI-driven workflows, telehealth reform—and reveals business strategies for sustained impact.

Healthcare Featured

Strategies for Improving U.S. Healthcare Outcomes and Managing Costs Through Digital Innovation (2025): Part I (Clinical Workflows)

Digital technologies can transform U.S. Healthcare, improving outcomes and controlling costs. This report explores evidence-based interventions—patient segmentation, AI-driven workflows, telehealth reform—and reveals business strategies for sustained impact.

Healthcare Featured

The Boiling Point in U.S. Healthcare - Why Total Member Experience is No Longer Optional

The recent, tragic murder of UnitedHealthcare CEO Brian Thompson reveals deep distrust in U.S. Healthcare. To restore trust, insurers must embrace Total Member Experience, focusing on patient needs, transparency, empathy, fair costs, and digital solutions for sustainable, people-first care.

Strategy Featured

Unleashing the True Potential of AI: Navigating the Paradox of Efficiency and Inefficiency

Unlock AI's potential while avoiding the "AI Paradox"—where tech amplifies inefficiencies instead of fixing them. Mesh Digital aligns AI with strategy, leveraging OKRs and change management to drive real outcomes, not just outputs, ensuring AI transforms operations, not entrapping flaws.

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!

AI Featured

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.

AI Featured

Mesh Digital’s Adaptive AI Framework: A Best Practice Approach to Agile AI Deployment

Mesh Digital LLC’s Adaptive AI Framework is agile and scalable, designed to evolve with changing regulations, market conditions, and business needs. Using industry best practices, it helps organizations deploy and manage AI solutions in real-time, ensuring competitiveness and adaptability.

AI

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.

AI Featured

The Power of Going Small: How Small Language Models are Driving Competitive Advantage in AI

In the race for AI supremacy, it’s easy to assume that bigger is always better. With large language models (LLMs) like GPT-4o and others dominating headlines, many CDOs are left wondering: Is investing in these behemoths the only path to success? Enter small language models (SLMs).