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Insights from the Gens and Associates Executive Podcast with James Gianoutsos

By

Bethaney Lentz

August 12, 2024

4 min read

Rimsys Founder & CEO, James Gianoutsos, was recently a guest on the Gens and Associates Podcast, a series dedicated to regulatory trends, topics, and insights from industry thought leaders. During the interview, James and Gens and Associates Managing Partner, Steve Gens, shared their unique founding stories and discussed digital transformation in the medtech industry.

One particular aspect James and Steve discussed is the role of AI in medtech regulatory affairs. Historically, the medtech industry has lagged behind pharma in digital adoption by 10-15 years. As the medtech industry takes on digital transformation initiatives, some medtech companies pursue AI solutions first. Through his extensive experience helping medtech companies embrace and adopt digital change, James states the importance of starting with efficient regulatory information management. Listen to the full interview to learn why setting a proper data foundation is critical to leveraging AI successfully along with: 

  • How AI will evolve in medtech regulatory affairs
  • The importance of data governance in medtech digital transformation
  • Why partnering with a medtech-focused RIM provider like Rimsys is essential for a successful transformation
  • What's next on the Rimsys product roadmap as the company enters its next phase of growth, including enhancements to Rimsys Intel

Find the full interview on the Gens and Associates website, Spotify and Apple.

We'd like to thank Gens and Associates for featuring James and for the opportunity for him to share his thoughts about medtech digital transformation with the Gens and Associates community!

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About Gens and Associates

Gens and Associates is a boutique Life Science management and organizational consultancy specializing in strategic planning and roadmap development, industry benchmarking, regulatory information management, organizational transition management, and working with leadership and project teams to accelerate change and value realization. Learn more on the Gens and Associates website.

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TRANSCRIPT: 

Steve Gens: Welcome to the gens, an associates executive podcast series where I have one-on-one conversations with leading executives that represent the Regulatory software and services sector, to learn more about how their organizations are supporting, and more importantly innovating this space. So, Steve gens here, managing partner of Gens and Associates today, I'm happy to be speaking with James Gianoutsos, founder and CEO of Rimsys. So welcome, James, I've been looking forward to this conversation and, you know, as we have this executive series, it's kind of rare to have a founder, you know, founding Gens and Associates in 2005, seemed like a very risky proposition and it's different when you're founding something versus just being a CEO of existing organization. So, before we get started with Rimsys being a fairly new company, I think you were founded in 2017. Could you give our listers a brief history of Rimsys and yourself and how you support the me tech sector?  

James Gianoutsos: Yeah, absolutely. And before I start off, just thanks for having myself on board and being a presenter here. And yeah, for everybody who does not understand the med tech arena or know Rimsys, my name is James Gianoutsos on founder and CEO of Rimsys. And I've spent the last 17 plus years in the Regulatory and quality industry.

And so I started my career at Philips and worked for several small and medium sized medtech manufacturers. I've had, the experience of actually managing global Regulatory operations, doing global submissions, moving 600,000,000 dollar manufacturing locations under consent decrees in the midst of the EU MDR and I VDR transitions. And so I've also had a really nice breadth, of medtech background as well, medtech product background, I should say all the way from c- pap devices to internal surgical adhesives even on the consumer side such as pacifiers, incubators, you name it.  

I've really had a really diverse in broad experience level with medtech itself. And so back in 2017, I was actually working for a small medtech manufacturer. And fortunately, unfortunately, I was laid off of that position. It was something that I know that there's a lot of medtech manufacturers that are kind of doing the same thing in this year last year, I should say. And… and it was, you know, that would happen on May 31, 2017, at noon and I started Rimsys at 1 PM that same day. It was just something that I've always had in the back of my mind's something that I always wanted to pursue.  

And really looking at the landscape back then there were only pharmaceutical RIM providers on the market. And so there was nothing really catered to, the medtech industry. Medtech and pharma aren’t uniform and aren’t just worlds but universes apart in terms of regulatory complexity, how you get products to market, how you maintain those products on the market and just the regulatory pathways and workflows around that. And so really started my endeavor hiring a couple developers offshore.

And, and to your point, you know, it's definitely different to be a founder than just a CEO because you're so heavily invested and so heavily involved that's you know, over the last five to six years… seven years is to say it's been a really cool experience to be personally involved with this development and working with the largest tech manufacturers in the world to help develop our solution and improve the regulatory workflows. So at the end of the day, they can get the products to market faster and keep those products on the market.  

Steve Gens: Excellent. So thank you so much for that good introduction. And then again from one founder to another, I still remember I had a fold up desk in a spare room with a laptop, my cell phone, you know, one customer, one contract and, you know, we're starting our twentieth year and have over 100 global customers. Like, I could never imagine back then where it would be but, you start someplace, you have a vision, you see a need, you go after it. You, you just get the best team around you and you just do it. So, so congratulations, you had a very successful lift off, and that's where I'd like to start.

I know when we first got introduced and started covering you about four years ago. And, I think it's on your website too is, you know, that context because again, we support both the biopharmaceutical and tech and they are very different although there's growing combinational products, right? So they're starting to be a little worrying, but there they are two different worlds or universes. Kind of in your case, you know, I know you say, yeah, we build this by Regulatory affairs, you know, professionals, there's a better way to do this. And also like the other terminology that a lot of people use big words like transformation and all that. But in Regulatory, it's a major monetization and simplification. And I know on the medtech outside, organizationally you know, they tend to be a lot more distributed design center. So in some ways you have a different set of complexity. So we've been tracking you for about four years now, we've watched your growth. We get those regular annual updates, but I think one thing our customers would really be interested in is, you know, why do your customers pick Rimsys? You know, what differentiates you from, the competition?  

James Gianoutsos: Yeah, there's a lot to unpack from that question. And I'm, happy to dive in a little bit more to it. You know, one of the primary things that we do and understand is the medtech industry period. And so from day one, you know, this is why our company exists to support medtech. There's you know, the whole thesis around Rimsys around our solution and our product, in the industry historically medtech is 10 to 15 years behind pharma from a digital transformation standpoint.  

Medtech has been undergoing this digital transit initiative over the last several years and since then, we've really taken off because especially at the enterprise level standpoint, and the complexity around the workflows, the understanding of how the, in relation between the data elements of not just, you know, regulatory information, but of how the products are associated to those registrations to certificates to really all the entire Regulatory product life cycle really differentiates us because, we understand, those nuances better than anybody in the industry period.  

You know, we've a we've had a lot of success because it feels like, the pharma industry is kind of waking up to it. We've actually seen some pharma companies try to come into medtech and actually failed miserably because, you know, I would say with 100 percent conviction that nobody wants a pharma RIM with the medtech label slapped onto it. And what allows us to be successful in that is that we partner deeply with our enterprise customers to understand those nuances, and we're adaptable to those changing regulatory needs. We are a relatively young company. But we are broadly and vastly experienced in that med tech space. And so that's really been one of our competitive advantages is just understanding the space like nobody else.  

And you mentioned combination products and what's really unique about medtech is that, you know, combination products at the end of the day are a drug coded stint or some type of prefilled syringe, those are a medical device. And based on the primary mode of action, some other items that are typically more medtech forward devices. And so that creates an interesting opportunity for Rimsys because, you know, drugs are drugs at the end of the day, it might have different dosages, but the varying aspects of where that do can be put into the system or put into your system. I should say… your body is vast and a lot of those have or need a medical device to deliver that.

And so, the variations and complexity around that makes for Rimsys to be at the forefront and leader of that combination product standpoint. And a lot of our customers have actually adopted Rimsys even more heavily because of that, not just on the medtech side but on combination side.  

Another interesting item that we're seeing is that we are also because medtech as it is so vast and so complicated and complex from the workflows. You know, we're product centric and that has the adjacent categories as well where you can go into veterinary biocides, biologics consumer side combination because at the end of the day, the framework in the structure is generally the same. However, the regulatory pathways might be different. And so, that bodes well with our client base because a medical device manufacturers product portfolio, is ever-changing but also becoming more broad in nature as it expands itself into its new markets.  

Steve Gens: Yeah. Thanks for that overview. And I've been taking some notes on that. And I've seen kind of on the biopharmaceutical side, some of the RIM providers, hey, we should do medtech and, you know how I maybe I'm looking at this naive is like in the biopharmaceutical generics, you know, it's more of a data paradigm where, your life is an engineering paradigm and as opposed to like one to one with the health ministry or the health authority, you could have one to many in each country, right?  

James Gianoutsos: Precisely.  

Steve Gens: In your submission, so it's that extra kind of permutation if you will of complexity and maybe another podcast, maybe we'll do later on too. I was just thinking about, you brought up the stint in earlier in my career. I think, you know, I was a Johnson and Johnson guy and one day, you know, one of the pharma scientists was, you know, talking with one of the device scientists and they came up with a stint that must be like 20 years ago. But maybe another conversation, just the emergence of software as a device. You know, that's a big interesting topic. But that's venture on a little bit more so.  

And I know we talked about this kind of, the other day, you know, about monetization of regulatory systems and processes. And there's such an intense focus. The big word this day is AI, right? But there's AI and automation, and sometimes people confuse, the two. What's Rimsys doing as far as helping your customers, and maybe just in the very near term. So maybe tactical things we're you're doing either with AI or automation or the combination. And what does the longer term look like?

James Gianoutsos: Yeah, it's a great question. And to your point, I think there's a couple items that, I specifically want to address there because at the end of the day, you know, AI, is this thing that's being used from a marketing standpoint or just from a general industry standpoint in general, right? And it's this idea that these systems or software solutions can help do the work for you. Not, you know, it's not gonna take anybody's job, but there are ways that it can definitely help make you more efficient.  

You know, what's particularly interesting in the medtech digital digitalization transformation initiative that's going on right now is that, you know, medtech in itself is 10 to 15 years behind the times period. And so especially with these large enterprise level companies. And so, when you're in a horse and buggy, which is what the med tech industry is today. And we're trying to get into a spacecraft, of course, I think, the logical and the initial item in thinking is that, okay, we can just go straight to AI, but really at the end of the day AI is only as good as the data that is trained on.  

And… phase one of the company has always been the information management period of medtech in the organization. In getting that, right, we've invested so much time and money and collaboration with our partners of how product attributes, UDI attributes, regulatory… attributes. And how all of that plays well and interlays with one another because if you don't get that fundamental framework, you're gonna have a hard time. You might do some really interesting things with AI, but you're gonna have a hard time keeping that information organized in the manner that you will need to have it organized to do things later on.

And so, what's really been interesting is that we're about complete with our phase one of the company, meaning that the information and organization and complex workflows have a majority of that has been addressed, meaning that we have now reached this pinnacle where we're gonna go into phase two of Rimsys.  

Pase two has really been in and is all about the Intelligence. And so if you think about everything we've done in the phase one of the company where it's the information management, the we're call it the data layer. Now, we're entering the phase two, we're now we can overlay intelligence and market information directly over that data layer, so you can do some really fun and interesting and innovative things with that data. And so from an AI standpoint, we actually have some things coming down the pipeline at the end of this year, early next year, that's really going to help one with data ingestion in our system.  

You know, we have companies that have 300,000 products and 249 countries globally and that's just one company, right? And so there are some really interesting things we can do with data ingestion and data maintenance from our standpoint. But also there's some really interesting things we're gonna do with market intelligence notifications of, you know, regulatory changes in the market as well as some things that are coming through with submissions as well. And, and we have a really nice road map played out that in the next six to 12 months that it'll be, it's gonna be really cool to see some of those things come to fruition here.  

Steve Gens: Yeah. There's there's a lot. I just took a lot of notes on that on this and just a few comments I think, you know, for our listeners too, just another layer of complexity between, the med tech and pharmaceutical is, besides the things you've mentioned, I've mentioned, you know, you're dealing with a class one, two or three, you know, device. So like the one client with, you know, all those products. It's kind of reminds me of the consumer side and JNJ, it's like you have Tylenol as a product but you have so many variations then different names of it in so many different countries, mind explodes just trying to manage the label.  

You know on that, I think the other thing on the probably where you guys are more ahead on the medtech side is there's this nirvana of embedded reg intel, you know, where, you know, the reg intel actually directs the workflow you know, as opposed to, the user based on whatever regulatory activity you're working on. If you're doing a renewal in Thailand, for example, it has the reg intel and it knows what to do so.  

The same thing too, some people are scared of AI is going to replace, you know, my job, but I think you know, more and more people realize it's a virtual assistant or a writing assistant where the AI might do the first version, one of a document, you know, the boring stuff. And then the expert medical writer would actually take it, you know, with their scientific knowledge.  

And the last thing I wanted to comment to because we just finished up our very large study, you know, with AI, it's only as good as the data we've proved out. And I don't know how much of an issue. It is just like having the highest level of data quality and regulatory, but, you know, a lot of folks on the biopharmaceutical side, it's like well, you know, should we enter it centrally, decentralize, hybrid at that time? How the data is entered into data quality where that is not linked. We've proved it out that having those really good data quality practices, the data governance, have that in place and that's a direct correlation.  We call those the data assets, you know. And then there's a shiny activity. If you have the right skills and the right KPI, you put those four together. And that's where the magic happens, right?  

So, the last question, and actually from founder to founder, you had the sparkle in your eye when you thought about this and you actually pulled the trigger. So instead of, you know, kind of having the CEO voice, but from the founder's voice, what excites you most about Rimsys in the coming years. So, where is the company going?  

James Gianoutsos: It's such a loaded question because I feel like there's so many amazing things to do. I mean, we're still at the beginning of this whole thing. And my mind has been going since, you know, 10 years ago when I first arrived this, you know, to 2017 when I first started putting… pen to paper.  

And, you know, having all these tools and things that I wish I had when I was in industry would have been absolutely amazing not just from a jobs perspective standpoint, but from the company perspective standpoint because the things that regulatory does has a direct impact on the revenue as well as getting those products to market for the patients need the most and maintain those products on the market for the patients that need in the most. And so, there's a high degree of vested interest to get those products and keep those products on the market as a regulatory professional, honestly just as a human being.

And so, the things that I'm excited for are the new Rimsys Intel that we're gonna be continuing to advance here in the next six to nine months. And there's gonna be some, really exciting things, that I think there's some new adjacent product regulatory life cycle items that we can get into. So, there's always the premarket, on-market, and post-market. And we really haven't even touched post-market yet. We've really been concentrating on the on-market and premarket aspects of things and especially getting UDI right. Because at the end of the day, those udi attributes are needed for a lot of the post-market activities that are on gonna be a regulatory requirement or already a regulatory requirement.  

But then two, from a reporting standpoint,  you're gonna need to maintain those products in the market. And so, there's this continuum of information management that we're gonna be continuing to do and gather, and address, and then, the layering on top of that Rimsys, Intel is absolutely gonna be a game changer because nobody really does RIM like Rimsys, and, you know, we've had the luxury of building this from the ground up specifically dedicated to the medtech industry. And that has so many more advantages than trying to, reposition or retransform an existing system to medtech because it just, it doesn't translate. And so, I'm really excited, for some of those aspects.  

Steve Gens: Yes, indeed. You know, a very exciting, and also just an amazing journey in just seven years. So, and it seems like it's a very bright future, you know, for you. So, so thanks again for your time, you know, some very Rich and insightful discussions, you know, and it's great with our listeners and some of them are many of them are biopharmaceutical, you know, learning a little bit more about the med tech side.  

But in the lens and why I thought this was so important and we kind of touched on it just the growing a portfolio of combination products - It's just really merging our latest data. Had 60 percent of the companies with their product portfolios have combination products. So that's something that's growing. So certainly listeners, if you're on the biopharmaceutical side, you know, maybe you have combo products or a device division, you know, definitely give them a look. Yeah. So as we kind of, you know, close up, some of our listeners might want to get a hold of you. So what's, the best way to contact you? I don't know if it's through the website or LinkedIn or, what would you suggest?  

James Gianoutsos: Yeah, I would say definitely get our website: www.rimsys.io. You can schedule a demo and you can actually just put a Linkedin request to me directly. I love talking shop. I love talking specifically around regulatory complexities and some of the issues that you're experiencing firsthand because at the end of the day, those help continue to expand our system capabilities and serve, the medtech market. You know, one of the things that I'm really proud of with Rimsys is, you know, we already have 40 percent of the top 10 medical device manufacturers globally and we're expanding more. And this is a really exciting time for the industry as well, as well as, for Rimsys as we enter into this new phase of growth.

Steve Gens: Excellent. And, you know, indeed. And I think, you shared, you know, the other day, well name of another very impressive logo thatat you're gonna be starting to work with there. So before I say goodbye to the listeners, you know, we're both fouders and have that in common. But I would be remiss here. Maybe this is more for us listeners that you're based in Pittsburgh, Pennsylvania. I grew up in central Pennsylvania. So it's the black and gold. I know we talk about the Pittsburgh steelers, the, you know, NFL football seasons about ready to kick off. So hopefully the black and gold, the Pittsburgh steelers are gonna do well. I know we another thing that we have in common. Yeah.  

So with that said with our listeners, if there's any questions you have for the Gens team use our contact page off of our website or similarly just reach out, I'm on Linkedin quite a bit and please enjoy our other podcasts. We actually just reorganized our whole podcast web page to have a section for this executive series, our world class RIM research, and then a third as we have different subject matter experts, really talking in detail about some of the key issues that industry works on today. So again, James, thanks a lot for your time and maybe in another six or nine months, we'll have you come back and see where yourself and Rimsys are at.  

James Gianoutsos: Sounds great. Thank you.


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From Regulatory Knowledge to Better Market Decisions: A Conversation with Steve Gens and James Gianoutsos

October 1, 2026

4 min read

AI is moving quickly from experimentation to implementation across life sciences. For regulatory teams, that raises a bigger question than where AI can automate a task:

How can organizations use AI to make better decisions while maintaining the traceability, expert oversight, and confidence regulatory work demands?

That was a central theme when James Gianoutsos, Founder and CEO of Rimsys, joined Steve Gens, Founder and Managing Partner of Gens & Associates, on the Regulatory Executive Podcast.

Their conversation explored the changing role of regulatory intelligence, the introduction of Rimsys Market Access, the importance of transparency in regulatory AI, and what these changes could mean for regulatory teams.

Regulatory knowledge has been difficult and costly to scale

For global medtech organizations, regulatory knowledge has traditionally been highly dependent on people.

A company may have specialists responsible for particular countries or regions, along with local representatives, distributors, consultants, and other experts. Those people develop deep knowledge of local regulations, pathways, and expectations.

The problem is that the knowledge often remains distributed across the organization. And maintaining that market-by-market expertise can become expensive as a company expands its portfolio and geographic footprint.

As James described during the podcast, large manufacturers may rely on dozens or even hundreds of internal employees, third-party distributors, local representatives, and other specialists to understand what it takes to bring products into different markets. Smaller organizations may rely more heavily on outside consultants and partners. Either way, the model can be costly and difficult to scale. 

But the cost isn't limited to what companies spend on expertise.

Steve described the workflow as a series of “start, stop” cycles: ask a local expert, verify whether the regulation is current, gather more information, and repeat. Each cycle consumes regulatory capacity and extends the time it takes to give the business a confident answer.

That creates another potentially more consequential expense: the cost of waiting.

When it takes months to understand what entering a market will require, commercial and product teams have less visibility into when revenue might begin, what resources will be needed, or whether the opportunity is worth pursuing. Regulatory teams spend valuable capacity assembling and validating information rather than applying their expertise to more strategic work.

Ultimately, scaling regulatory knowledge isn't simply an efficiency problem. It affects how quickly and confidently the business can decide where to invest.

The bigger question: Should we enter this market?

That challenge is central to Rimsys Market Access.

Most market-entry research begins with questions such as: How is the product classified? What's the regulatory pathway? What are the requirements?

Those questions establish whether a company can enter a market. But they don't necessarily tell the business whether it should.

Market Access is designed to help regulatory and commercial teams develop an earlier view of what market entry could involve, including classification, regulatory pathway, timeline, cost considerations, requirements and potential gaps. 

For commercial and product leaders, that provides greater predictability before committing budget and resources.

For regulatory leaders, it means starting with a structured plan rather than assembling every market assessment from scratch.

Moving regulatory knowledge from individuals into a shared system

During the conversation, James described one of AI's most significant opportunities as moving knowledge that has historically lived in people's heads into software.

The goal isn't to eliminate regulatory expertise. It's to make that expertise more scalable.

Market Access works from a curated regulatory corpus, allowing market-specific knowledge to be applied across workflows without requiring every initial question to go through the individual who happens to know that jurisdiction. Outputs are designed to trace back to the underlying regulation, guidance, or law. 

That can also change where regulatory professionals spend their time. Rather than focusing as heavily on finding information and assembling initial assessments, they can focus on reviewing the evidence, identifying gaps, applying judgment, and advising the business.

Steve described the concept as a subject-matter-expert assistant. James called it a workforce multiplier. 

Trust requires opening the regulatory AI “black box”

Speed isn't enough when the information is being used to inform regulatory decisions.

James and Steve returned repeatedly to the importance of knowing where an AI-generated answer comes from. As Steve summarized it during the discussion, transparency builds trust.

Market Access is designed around that principle. Its outputs are grounded in a curated regulatory corpus and traceable to the specific regulations, guidance, or laws supporting them. That gives regulatory professionals the ability to verify an answer rather than simply accept it. 

Human judgment remains essential as well. Market Access provides an upfront assessment, not a guarantee of a regulatory outcome. Reviewer interpretation and other factors can still affect what happens during the regulatory process.

The objective isn't to make uncertainty disappear. It's to make what is known, what the sources say, and where uncertainty remains much easier to see.

Connecting the market decision to execution

The discussion also pointed to a broader evolution in regulatory technology: moving from systems that primarily store regulatory information toward systems that help teams act on it.

That's where Market Access and Rimsys RIM play distinct but complementary roles.

Market Access is the planning layer. It helps teams determine whether, when, and how to enter a market.

Rimsys RIM is the execution layer. It manages the registrations, submissions, regulatory changes, and ongoing regulatory work required to act on that plan. 

Together, they create a path from the initial market decision through regulatory execution rather than leaving planning and execution disconnected.

A new role for AI in regulatory work

One of the most interesting themes from Steve and James's conversation was that AI's impact may ultimately be less about replacing individual tasks and more about expanding what regulatory teams can accomplish.

Better access to market-specific knowledge can help professionals work across more markets, spend less time gathering information, and devote more capacity to the judgment and strategic work that requires their expertise.

The technology is changing quickly, but the fundamentals of regulatory work remain: reliable information, domain expertise, transparency, and human judgment.

The opportunity is to apply those fundamentals at greater scale while giving the business a clearer answer to the question that comes before execution:

Not simply, “Can we enter this market?”

But, “Should we?”

Listen to the full conversation

Hear the complete discussion between Steve Gens, Founder and Managing Partner of Gens & Associates, and James Gianoutsos, Founder and CEO of Rimsys, on the Regulatory Executive Podcast for more on regulatory AI, market-entry planning, transparency, and the changing role of regulatory teams.

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AI

How Market Access Builds Trust in Regulatory Intelligence

By

Bethaney Lentz

September 18, 2026

4 min read

Why source traceability, regulatory specificity, and human judgment matter when AI informs a market-entry decision.

Regulatory professionals are not short on AI options. General-purpose tools can answer questions quickly and often sound convincing. But in medtech, a convincing answer is not the same thing as a decision you can defend.

That distinction matters most before a company commits to a new market. Teams need to understand how a product is classified, which pathway applies, how long entry may take, what it may cost, where the important gaps are, and what uncertainty still remains. Commercial leaders need that visibility to decide whether the opportunity is worth pursuing. Regulatory leaders need to know that the assessment is grounded in sources they can verify.

That is the trust standard behind Rimsys Market Access. It is not simply about producing regulatory information faster. It is about helping medtech teams decide whether, when, and how to enter a market before committing budget and resources, with outputs linked back to the regulations, guidance, and laws behind them.

Why fluency is not enough for regulatory work

A general AI tool can be useful for brainstorming, summarizing, and exploring a topic. The challenge comes when an answer has real regulatory consequences. A plausible response may still be incomplete, based on the wrong designation, or disconnected from the current source that should govern the decision.

Medtech makes this especially difficult because the same product can be treated differently across markets and product designations. Medical device, IVD, cosmetic, consumer, OTC, and combination-product considerations can change the regulatory read. A market-entry assessment has to account for that context rather than assume one answer travels cleanly from one jurisdiction to another.

For regulatory teams, the natural next question is: Where did this answer come from? If the system cannot show the underlying authority, the expert still has to rebuild the research before trusting the result. That limits the value of the speed AI was supposed to create in the first place.

Trust starts with a decision you can verify

Market Access is designed around a different outcome. The goal is not to give teams another stream of regulatory information to interpret. It is to provide a source-linked market plan that helps them answer the bigger business question: should we enter this market, not just can we?

For a market assessment, that can include classification, regulatory pathway, timeline, cost considerations, key requirements and potential gaps. The output is designed to give commercial and product leaders an earlier, more defensible view of the opportunity while giving regulatory professionals the detail they need to review the basis for the assessment.

Trust comes from being able to inspect that basis. Market Access works from a curated regulatory corpus spanning more than 200 markets rather than relying on the open web. Answers are linked to the specific regulation, guidance, or law behind them, so a regulatory professional can verify the source instead of being asked to accept an AI-generated conclusion on faith.

Three things make regulatory intelligence more defensible

1. Source traceability

A regulatory answer is more useful when the person reviewing it can follow the evidence. Market Access links outputs back to their underlying regulatory sources. That changes the review process from “Do I trust the AI?” to a more practical question: “Does the cited source support this conclusion for our product and situation?”

That is an important shift for regulatory teams. Instead of assembling every market assessment from a blank page, they can review a structured, sourced plan, challenge assumptions, and focus their expertise on the places where judgment matters most.

2. Regulatory specificity

Trust also depends on context. Market Access is purpose-built for medtech regulatory complexity and supports cross-designation classification. The objective is to evaluate the product in the context of the market and the applicable regulatory framework, then carry that context into the pathway, requirements, timeline, cost considerations, and gaps that shape the market-entry decision.

This is where a purpose-built market-planning platform differs from a generic chat experience. The value is not an impressive answer in isolation. It is a connected assessment that helps the team understand what entering the market is likely to require and whether the opportunity still makes sense once those requirements are visible.

3. Human judgment stays in control

No system can remove every area of uncertainty from regulatory work. Reviewer interpretation and expert judgment still affect outcomes, and Market Access is not designed to promise approval.

Instead, Market Access is designed to make uncertainty more manageable. Regulatory professionals review and validate the work before it moves into execution. They can verify sources, assess the gaps, and apply company and product context that software cannot fully replace. The technology accelerates the research and planning. The regulatory professional remains responsible for the judgment.

What trust looks like in a market-entry decision

Imagine a team evaluating several markets for a new product. The commercial question is not simply whether registration is technically possible. The team needs to know which markets deserve investment now, which may require more evidence or resources, and which could put the revenue window at risk because the pathway is longer or more complex than expected.

Regulatory has a different, but connected, need. They have to understand the classification and pathway, identify the requirements most likely to slow the submission, and confirm that the plan reflects the relevant regulatory sources.

Market Access brings those views together. Commercial and product leaders get earlier visibility into timing, cost considerations, requirements, and risk so they can build a stronger business case. Regulatory teams get a source-linked plan they can review rather than a collection of unsupported conclusions. Both groups are working from the same market-entry picture before significant resources are committed.

Trust is not the end goal. Better decisions are.

It is easy for a conversation about regulatory AI to become a conversation about models, agents, or architecture. Those details matter, but they are not the business outcome.

The real value of trustworthy regulatory intelligence is what it lets a team do next. It can help a commercial leader defend a market investment. It can help regulatory surface issues earlier. It can give both groups a more predictable view of the work ahead before budget, R&D capacity, or launch timing is locked in.

And once the decision is made, the work does not have to stop at an intelligence report. Market Access is the market-planning layer. Rimsys RIM is the execution layer for registrations, submissions, regulatory changes, and ongoing regulatory work. Each can stand on its own, and together they create a path from the market-entry decision into controlled execution.

A more useful standard for regulatory AI

The question for medtech teams should not be whether AI can produce a regulatory answer. It can. The better question is whether that answer is specific enough, traceable enough, and reviewable enough to support a real decision.

Market Access is built around that standard: a defensible view of whether, when, and how to enter a market, grounded in curated regulatory sources and kept under human review. Because when the decision affects revenue, resources, and regulatory strategy, sounding right is not enough. Teams need to see why the answer is right, where uncertainty remains, and what it means for the decision in front of them.

Company

Product Updates

Rimsys Announces AI-Native Market Access for Regulated Products

By

Bethaney Lentz

September 1, 2026

4 min read

New software gives regulatory and commercial leaders a source-linked, actionable view of market viability, requirements, timing, and risk before committing resources

PITTSBURGH, PA, September 1, 2026 - Rimsys, the heart of medtech regulatory operations, today announced Market Access, a new AI-native product designed to help companies determine whether a market is worth entering and what it will take to get there. Market Access will be available in beta beginning September 1, 2026, with general availability to be announced separately.

Market Access replaces what can be a 6-to-9-month research and assessment process with a same-day, actionable read on market viability. It gives regulatory and commercial leaders the classification, pathway, timeline, cost considerations, and potential regulatory gaps they need to make a more defensible investment decision before committing budget and resources.

Predictability is at the core of Market Access. Rather than simply identifying a regulatory pathway, it helps teams understand what to expect, which requirements or gaps are most likely to slow down a submission, and where uncertainty remains. Every answer traces back to the specific regulation, guidance, or law behind it, allowing regulatory professionals to verify the underlying source rather than simply trust an AI-generated response.

Key features and benefits include:

  • Same-day market assessment: Provides an actionable read on whether a market is worth entering, replacing research and assessment that can take 6 to 9 months.
  • Cross-designation classification: Evaluates products across medical device, IVD, cosmetic, consumer, and OTC designations, so the same product receives the appropriate regulatory read regardless of how a given market classifies it.
  • Clear market-entry requirements: Provides classification, regulatory pathway, timeline, cost considerations, and key requirements before teams commit resources.
  • Earlier visibility into regulatory gaps: Surfaces the specific requirements and gaps most likely to slow down a submission and helps teams understand their potential severity.
  • Greater predictability: Provides visibility into anticipated regulatory response windows, risks, and areas of uncertainty so teams can better plan for what lies ahead.
  • Source-linked intelligence: Traces answers to the underlying regulations, guidance, and laws so regulatory professionals can verify the basis for an assessment.
  • AI with human oversight: Uses Rimsys AI and Market Manager Agents to accelerate complex regulatory research while keeping regulatory professionals in control of review and validation.
  • Connected planning and execution: Complements RIM, connecting market-entry decisions with the registrations, submissions, regulatory changes, and ongoing compliance required to execute them.

“Regulatory knowledge has traditionally been highly dependent on individual expertise and market-by-market research,” said James Gianoutsos, Founder and CEO of Rimsys. “Market Access gives companies greater predictability before they make a market investment. Teams can understand whether an opportunity is worth pursuing, what it will take to enter, where regulatory challenges are likely to emerge, and what uncertainty remains. And because every answer is tied to its regulatory source, experts can verify the recommendation rather than simply trust the AI.”

Market Access is powered by Rimsys AI, which works from a curated regulatory corpus spanning more than 200 markets, not the open web. Its Market Manager Agents are AI agents with market-specific regulatory knowledge, including pathways, requirements, and documentation, that support market assessments and global launch planning. The product is also designed to acknowledge areas where reviewer interpretation and expert judgment can affect regulatory outcomes rather than presenting those outcomes as more predictable than they are.

Market Access expands the Rimsys product portfolio from regulatory execution into market planning. Market Access helps regulatory and commercial leaders determine where to compete, while RIM manages the registrations, submissions, regulatory changes, product data, and ongoing compliance required to enter and remain in those markets. Together, they turn regulatory intelligence into coordinated action, helping regulatory teams accomplish more in every hour while giving business leaders greater visibility into opportunities, risk, and the work required to protect and grow revenue.

Beta Availability

Market Access will be available in beta beginning September 1, 2026. During the beta period, Rimsys will continue validating product capabilities and refining workflows ahead of broader commercial availability. 

Organizations interested in learning more about Market Access or participating in the beta program can visit rimsys.io/products/market-access.

About Rimsys

Rimsys is the heart of regulatory operations, connecting AI-native market planning with AI-embedded regulatory execution, giving medtech manufacturers one living system from market-entry decision to execution. 

Rimsys Market Access is the planning layer, answering not just whether a market can be entered, but whether it should be, returning classification, pathway, timeline, and cost before a team commits budget or resources to finding out. Rimsys RIM is the execution layer, managing registrations, submissions, regulatory changes, and compliance so teams can act on that plan with confidence.

Trusted by 6 of the top 12 global MedTech manufacturers and certified to ISO 27001 and SOC 2, with ISO 42001 certification for AI management systems underway, Rimsys keeps regulatory intelligence, product data, approvals, and change management continuously connected so teams can enter new markets with speed and assurance. Learn more at rimsys.io.

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