Danny Friday
speaker
230 appearances
1 recordings
1 series
first heard Jun 2026
last heard 21 Jun
Danny Friday’s voice in public audio — every appearance, attributed to the second.
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recordings per month · last 12 monthsRecordings per month over the last 12 months — 1 in all, peaking in Jun 2026 with 1.
Appearances
Um, we seem to be the first.
We were the first in the category.
Um, but um
I think at the end of the day what we're trying to do is the same.
It's we're trying to meet people where they are.
Um, and that means, you know, being able to section out everything that we built to date and make sure that it's just easy to deliver.
I think that there were a number of advancements in AI and data that needed to happen first.
Um so examples card transactions, they're flat.
um your bank will see a rolled up transaction.
Your bank probably to your benefit to an extent doesn't know what you bought, right?
They know the MCC, they know the description, they know the date, they might know the actual merchant information, but they definitely have a merchant name.
Um everything's rolled up.
We had to develop infrastructure to itemize transactions, and that is very, very difficult because now you're merging and reconciling data from all sorts of different places.
And we started when LLMs were still not really trustworthy in the zero shot context.
Um so there was that.
And then there was also the availability of the data as well.
And that part also needed to really be um addressed.
Um
A really, really big thing that also needed to be addressed was the actual claim submission.
Remember how everyone I told you is like super entrenched old software, you know, generations of kids playing golf and it shows up somewhere in a retained sales contract, right?
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