artificial-intelligence pre-authorization

Background: As a physician involved in pre-authorization determinations I often struggle with the backlog of cases to review, and the frustration of human workflows frought with errors and lost information.

Background: I read an article about the trust gap and thought I would record my thoughts as someone from outside the cryptocurrency community, looking in and report the take home points I got from the

Introduction: I feel that in order to build a mental framework as a physician-engineer, it helps to stop thinking of AI as a single "brain" and start thinking of it as a team of specialists with

Introduction: For a medical practice, understanding Availity is essential as they are the primary "digital front door" for most insurance payers you deal with. Below is a guide to their AI-driven

Introduction: Availity’s approach to AI is defined by "Responsible AI"—a strategy that prioritizes deterministic, rule-based outcomes over the probabilistic "guesses" seen in consumer

Availity is one of the largest health information networks in the United States, acting as a primary "clearinghouse" that connects healthcare providers to insurance payers. History and Scale

Building a better mouse trap..... . _ To build a model that surpasses Availity Essentials, you must pivot from being a transaction gateway to being a provider-centric clinical advocate. While Availity

Part 4: Proposed "AuthorizeThis" Website Plan Goal: A "one-stop shop" that uses the Availity network + Olive’s NLP + ClaudeBot to provide instant authorization determinations. Phase

Part 3: The Availity-Centene-Medicare Relationship Availity’s relationship with Centene and the broader Medicare Advantage (MA) market is a cornerstone of their business model. 1. The Centene Partnership

This analysis examines the strategic positioning of Availity and its integration with Olive’s technology to transform the "Pre-Authorization" landscape. Part 2: Olive AI & Advanced NLP (20-Bullet

This analysis examines the strategic positioning of Availity and its integration with Olive’s technology to transform the "Pre-Authorization" landscape. Part 1: Strengths of Availity (20-Bullet

Introduction: An abstract exercise in business creation, no one reads my posts so they might as well be notes to myself. The "Supernode" Scaling Roadmap (2026–2027) Phase 1: The Pilot Node (Month

Introduction: This essay series exams the evolution of Digital Ledger Technology (DLT), focusing on the trade-offs between security, decentralization, and scalability. The Trilemma of Digital Ledger

BitSocial: The Social Hub for Bitcoin Enthusiasts If you're someone who enjoys using social media and is fascinated by Bitcoin and the wider world of cryptocurrency, then BitSocial might be the community

AI in Healthcare Series: introduction terms and definitions. Artificial Intelligence (AI) is a broad field of computer science focused on creating machines that can perform tasks that typically require

Availity Intelligent UM *Availity Intelligent UM utilizes artificial intelligence, including machine learning and natural language processing (NLP), to automate and optimize various aspects of utilization

Bitcoin As I study bitcoin through reading articles here and some of the rferences for articles here I am impressed with bitcoin as a technology and as a substittute for money. However I am struck by the

Scarce resource Imagine if there was a resource, that everyone needed, and there was only so much to go around. You would probably want to know that none of it is wasted, and all of it was used wisely.

What do other countries do? And How much does it cost? In Medicare for All Part 1, I looked at the current outline for a form of universal single payer healthcare in America. I started with the current