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Towards Open Collaboration
in Insurance Innovation
Kevin Kuo @kevinykuo
RStudio, Kasa AI (kasa.ai)
Tl;dr: Get folks together to do
research in the open, create
software and workflows, and
develop educational materials.
Wouldn’t it be
nice if...
We had open source
state-of-the-art
individual claims
forecasting models
that people can
easily adopt for
their own data so
they can do reserving
and claims analytics
better?
Wouldn’t it be
nice if...
We addressed the
interpretability
issues of ML models
for ratemaking and get
regulators on board so
we can charge more
accurate premiums?
Wouldn’t it be
nice if...
We had end-to-end
tutorials for
pricing/reserving with
realistic messy data
for onboarding new
actuaries/data
scientists?
Wouldn’t it be
nice if...
We had a standard set
of packages/workflows
for common problems so
we reduce friction in
audits and knowledge
transfer?
Or, solving common problems
together so we have more resources
to focus on our own unique
problems
Together?
Who?
Actuary
Actuary
Data
scientist /
software
engineer
Actuary
“Business
stakeholders”
Data
scientist /
software
engineer
How?
Actuary
“Business
stakeholders”
Data
scientist /
software
engineer
Data
scientist /
software
engineer
Actuary
“Business
stakeholders”
Git what?
Home for code
Version control
Discuss
approaches
in issues
Issues track
tasks
Discuss changes
line by line
Leverage resources across the industry
Make the world a better place
Sounds good
but...
Or, solving common problems
together so we have more resources
to focus on our own unique
problems
Open source? Yeah, it’s a thing
is a new open
source community dedicated
to making insurance
analytics even more fun!
* Kasa = Japanese for umbrella. Because insurance.
Kasa.ai
Blog.kasa.ai
@kevinykuo

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Towards Open Collaboration in Insurance Innovation