Parathon

02/20/2026

Hospital speed to cash is where AI delivers real ROI.

When policies, contracts, and payments don’t align, revenue slows down. AI closes the gap by reconciling expected vs. actual reimbursements and surfacing policy impact in real time.

Faster insight. Faster action. Faster cash.

02/18/2026

Most revenue loss isn’t from denials.
It’s from mismatches no one sees.

Pulse detects them instantly…and acts.

02/11/2026

Check out our new demo series! We’re showcasing Parathon Pulse, translating a hospital’s financial and operational data into an LLM environment like OpenAI.

We’re already seeing powerful results across finance, cost, revenue cycle, managed care, and more.

More use cases coming soon. Stay tuned.

New Parathon Pulse Demo SeriesWe’re launching a quick-hit demo series showing how hospitals are using Parathon Pulse to turn financial data into action.First...

02/09/2026

AI for rural health. Parathon Pulse reduces denials, strengthens financial stability, and helps protect long-term access to care, with measurable ROI in as little as 90 days.

02/08/2026

Reports and dashboards are static.
Reasoning moves.
The future of hospital finance is intelligence in motion.

02/06/2026

We’re heading to the HFMA Lone Star Conference Feb 19–20, and this year’s theme, “From Disruption to Direction,” couldn’t be more relevant. Healthcare finance teams are navigating constant change, and the focus now is on using better data, smarter revenue strategies, and practical AI to create real financial stability. Excited to connect with leaders who are turning today’s challenges into tomorrow’s direction.

02/04/2026

Today is World Cancer Day, a reminder that behind every diagnosis is a person, a family, and a care team doing everything they can.

At Parathon, we recognize the resilience of patients, the dedication of clinicians, and the importance of systems that support care with clarity and compassion.

Today, we stand with everyone impacted by cancer, honoring strength, progress, and hope.

02/03/2026

Hospital finance is moving from reports to revenue reasoning. Here’s what that shift looks like…

02/01/2026

Denials are rising, margins are tightening, and hospitals can’t afford guesswork anymore. We’re using GPT to understand payer rules, contracts, and clinical context, helping teams reduce denials and drive measurable ROI in as little as 90 days.

01/25/2026

Parathon Pulse is creating a breakthrough in hospital finance by using LLMs and an AI translation layer to map the majority of financially relevant data.

01/22/2026

We’re excited to attend the 2026 HFMA Southern Exchange next week, bringing together healthcare finance leaders from across Louisiana and the Texas Gulf Coast for three days of education, discussion, and connection. Looking forward to the conversations ahead!

01/22/2026

The latest Parathon Pulse breaks down why hospital cash leakage isn’t a data problem, a staffing problem, or a leadership problem , it’s a speed-of-understanding problem.

👉 Read the full newsletter on LinkedIn and see why speed is margin.

Hospital cash leakage doesn’t come from one big failure. It comes from thousands of small, compounding decisions humans can’t see fast enough.