Live Webinar · 60 Minutes
How Healthcare AI Delivers Value Before It Is Perfect
AI does not have to be perfect to be worth using. It has to beat what you are already doing. Sign up to see what happens when you compare it to how care actually works today.
Thursday, October 29, 2026
12:00 PM ET
60 minutes, including live Q&A
Online event. Your joining link arrives when you register and again before the session starts.
Reserve Your Seat
60 minutes, including live Q&A at the end.
The Hour, in Three Parts
What You Will Take Away
Evidence, risks, and a path you can follow.
Part One
What the Evidence Shows
How to judge any AI tool against the right baseline instead of against perfection.
The three comparisons that matter when you evaluate any AI tool
Where the evidence is strongest, from retinal screening to breast imaging to clinical documentation
Part Two
The Risks, and the Control for Each
Every failure mode that matters, paired with what contains it, and how much oversight it actually warrants.
Hallucination, bias, opacity, model drift and de-skilling
A tiered risk model, so you stop burying low-stakes tools in process
Part Three
Where the Rules Stand, and What to Do
The current governance picture, and a sequence you can run against a real use case next week.
FDA guidance, the first LLM-enabled device clearance, the Joint Commission and CHAI, the EU AI Act
A four-step adoption path, whatever your size or resource level
Why This Session
You Are Holding AI to a Standard No Clinician Has Ever Met
We measure performance constantly. Error rates, quality metrics, peer review, morbidity and mortality statistics. Then AI shows up, and you hold it to a standard of perfection that no clinician has ever met.
That mismatch is costing you more than you realize. While you wait for AI that never makes mistakes, your clinicians are already using consumer tools on their own, often with patient information attached, outside any governance at all.
In this webinar, you will see what the evidence actually shows. Where AI already outperforms the workflows you run today, where it genuinely falls short, and what responsible adoption looks like if you work in medtech, life sciences, healthcare, or digital health.
The choice is no longer whether to adopt AI. It is governed adoption or unmanaged adoption.
Audience
Who Should Attend
This is for you if you decide whether AI goes into clinical use, or if you are the one who has to make it work once it does.
Health System Executives
CMO, CMIO, CIO and COO, who own the adoption decision and carry the risk.
Clinical Informatics Leaders
Deploying documentation tools and decision support.
Compliance, Risk and Privacy Officers
Dealing with shadow AI and HIPAA exposure.
Medtech and Digital Health Teams
Putting AI in front of clinicians and patients.
Clinicians
Who will use these tools, override them, and answer for the calls they inform.
Presented By
Who Is Speaking
Richard “RJ” Kedziora
Co-Founder and COO/CTO, Estenda Solutions · Digital Health and AI Expert
Richard “RJ” has spent 30+ years building healthcare software, and Estenda has delivered hundreds of projects across medtech, life sciences, and digital health. His work centers on a few consistent ideas. AI belongs in the role of a second opinion rather than a replacement. Empathy is an engineering discipline, not a soft skill. People and process decide whether technology succeeds, and incentives rather than technology are what hold interoperability back.
He writes and speaks regularly on healthcare AI, and his book Productive Harmony argues for managing energy rather than time.
30+
Years in healthcare software
500+
Healthcare technology projects
42
Sources cited in the whitepaper
October 29, 2026 · 12:00 PM ET
Save Your Seat
AI does not have to be perfect to be worth using. It has to beat what you are already doing. Spend an hour on how to tell the difference.
The recording and the full whitepaper go to everyone who registers.
Before You Register
Frequently Asked Questions
Anything not covered here, email info@estenda.com. We read everything that comes in.
Will this session be recorded?
Yes. You will receive the recording whether or not you attend live.