Hi,
Over the past few weeks I've told you about the problem, how we built the solution, and what it does.
Today I want to be honest with you about where we are and show you the bigger picture of where we're going.
What we've built is version one.
It works. We've tested it in our own practices. It will save your finance team real hours every single month, and take the guesswork out of associate pay entirely. But I didn't build this just to solve one problem.
Associate pay was the right place to start it's the thing I've seen cause the most friction, the most stress, and the most wasted hours in dental finance, consistently, for 24 years. Fixing it properly was the foundation.
Now we're building what comes on top of that foundation.
Here's what's coming next on the Samera AI roadmap:
Full Traceability Every number fully explainable. Click any figure in a pay summary and see exactly where it came from - traced back through Dentally and Xero. No more "how did you get to this number?" conversations. The answer is one click away.
Automated Validation Checks Intelligent flagging of anomalies before payments are processed. If something doesn't look right - a deduction that's out of range, a figure that doesn't match expected patterns - the system flags it before it becomes a problem.
Group-Level Insights Visibility across your entire dental group. Associate performance, margin impact, deduction trends all in one place, across all your sites. The kind of financial intelligence that most DSOs are currently trying to stitch together from spreadsheets and gut feel.
This is where we're going. The automated associate pay engine is the first release. The intelligence layer for dental group finance is the destination.
Why I believe we can build this better than anyone else:
We're not a tech company that stumbled into dentistry.
We're a dental accounting firm with 24 years in the trenches. We have a development team in Coimbatore, India who can actually build it. And we have our own dental group to test everything in before it reaches you.
That combination - deep domain knowledge, real engineering capability, and our own live environment is something I genuinely haven't seen anywhere else in this space.
Here's how the system is built under the hood - connecting DSO owners and practice admins through a secure Azure-hosted platform, pulling data from Xero and Dentally in real time
This isn't a prototype. It's a properly engineered system, built to scale with your group.
We're rolling this out in stages. The waitlist is open now, numbers are limited, and early access matters not just for getting in first, but because the early users shape what we build next.
If associate pay is still eating your finance team's time every month or if you're thinking about what financial operations need to look like as your group grows this is worth five minutes of your time.
Join the waitlist at samera.ai
It takes 60 seconds. We'll be in touch personally.
This is one of many dental finance problems we are fixing. There are exciting things ahead and I'm glad you're here for it.
Speak soon,
Arun | samera.co.uk