A smarter approach to medical claims and payment risk optimisation

Most health insurers and medical payers know there is value inside their claims and payment operations that isn't being captured. The question is where it sits, what it's worth, and how to act on it without disrupting the business.

Kirontech answers all three. We are a specialist medical claims and payment risk intelligence partner — combining genuine medical expertise with AI-enabled technology to give health insurers and medical payers a complete, accurate picture of exactly where their opportunity sits, and what it takes to realise it.

Most businesses in this space lead with technology. We lead with expertise — and use technology to extend what our specialists can see and do.

Our team has spent careers inside medical claims and payment risk. That depth means we don't just surface what's there — we know what it means, what it's worth, and exactly how to help you act on it. The result is intelligence your board can use, not data your team has to interpret.

Our clients typically see a return on investment in excess of 4x — across recovered claims leakage, improved payment integrity and reduced clinical risk. Every opportunity we identify is quantified before we begin and tracked throughout, so you always know precisely what the engagement is delivering and where.

Timelines vary by engagement type. Early insights are typically available within weeks of data access. Measurable improvements — reduced leakage, stronger governance, recovered value — generally follow within the first six to twelve months.

Every Kirontech engagement begins with understanding exactly where your business stands. We do that in two stages.

First, a focused diagnostic assessment — a rapid review of your claims and payment operation that identifies where risk is most likely to sit and what capability exists to address it. This gives us — and you — enough confidence to agree the right path forward. It typically takes one to two weeks with a committed client team.

Where a deeper picture is needed, we move to the full Heat Map: a comprehensive assessment across all five dimensions of claims and payment risk, delivered as a clear, visual output for your leadership team. It goes further and gives you a high-confidence view of exactly where the opportunity sits, what it's worth, and where to focus first.

The Heat Map isn't a report that sits on a shelf. It's the foundation every subsequent decision is built on.

Our AI-enabled platform is designed to connect to your existing systems and data infrastructure without requiring significant internal resource or technical upheaval. We handle the integration end to end, and bring hands-on experience of connecting datasets across multiple jurisdictions, geographies and data structures — so whatever your environment looks like, we've likely worked with something similar.

We also know that real-world data is rarely perfect. Incomplete records, inconsistent coding, legacy formats — we've worked with all of it. Our specialists are experienced at extracting meaningful, reliable insight from imperfect datasets, so you don't need to have everything in order before engaging us.

Integration can also be light. For clients who want to move quickly or limit upfront investment, we can start with a post-payment setup that delivers meaningful insight from day one, with deeper integration built over time as the engagement develops.

If you have specific infrastructure or compliance requirements, we'll assess these at the outset and agree an approach that works for your environment. We adapt to your setup — not the other way around.

Less than you might expect. We are designed to operate with minimal disruption to your internal teams, and we adapt our model to your capacity.

Our specialists can integrate directly with your teams and manage the work collaboratively, or we can operate largely independently and come back to you with findings, recommendations and a clear path forward. Most engagements sit somewhere in between — and we agree the right model at the outset, so there are no unexpected demands on your time or resource.

As the engagement matures, we also help you build internal capability through structured training and knowledge transfer — so the value we deliver can be sustained and grown from within.