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Tyche® – Real Time Intelligence
• Ground breaking speeds, throughput and scale
• Flowgram™ visual modelling interface
• Enterprise ‘Out of the Box’
• Lower total cost of ownership
Innovative
• Vectorised processing
• Hive™ Compute – Ultimate scalability
• Speed optimised function libraries
Non Life
• Capital, Reinsurance Pricing, Reserving (IFRS)
• Cat Exposure and Accumulation Management
Life
• Valuation, Pricing, Capital Modelling, ESG
• Automated model generation
• End-to-end workflow
Deployment Options
• From laptops to server farms to cloud
• On Premise, SaaS or IaaS
• Runs on Cisco, Dell or HP Infrastructure
Tyche is a modern, high quality and easy-to-use
software platform. It runs at blisteringly fast speeds.
Tyche is domain agnostic. Our focus to date includes
the non-life and life insurance sectors across a wide
range of business areas, but we also provide solutions
to the pension sector, including one of the UK’s
largest schemes.
Tyche addresses the complex challenges facing
insurers; optimising capital, pricing risks, responding
to regulation and improving efficiency. It offers truly
ground breaking performance across a range of
deployment options; whether using laptops or large
scale server grids, situated on premise, cloud hosted
or SaaS.
Life and GI
capital
modelling
GI reserving
GI pricing
Asset
Management
Life cash flow
modelling
Predictive
Analytics
Our license fee structure, ease of adoption, cost effective hardware and competitive rate card ensures a Tyche
based solution can materially lower your total cost of ownership versus alternative platforms, even when
factoring in transition costs.
Introduction to Tyche
“We have reduced our run time from 6 hours to 25 minutes, which has significantly increased our
strategic analysis capabilities and agility to respond quickly to the modelling demands of our business.
A joint team from Aspen and RPCC were able to migrate our capital model in 5 months – all delivered on
budget and within the required timescales.”
Ajay Chhabra, Head of Risk Capital at Aspen, October 2018
Introduction to RPC Consulting
RPC Consulting (RPCC) is a specialist actuarial consultancy providing regulatory,
risk and pricing analytics across the life and non-life sectors using our Tyche solution.
Our team of 50 consultants and 25 software engineers include market leaders in their respective fields.
Flowgram® ‒ A visual modelling
environment
Build powerful models
quickly in Tyche
Actuaries and other model builders can become
productive users of Tyche in days not weeks.
T# ‒ An intuitive language for analytics
The development environment eases model building
with familiar modern functionality:
• Transparent and self-documenting scripts
• Supports syntax highlighting, subscripts and
intellisense
• Error checking via conditional stochastic
breakpoints
• Recursive profiling to identify bottlenecks
• Integrated audit and node level regression testing
Access a wide range of core features:
• Rapid and straightforward import and export for all
common databases, Excel and CSV formats.
• Tyche can handle truly enormous datasets – some
models have exceed 10TB “in flight” processed
concurrently.
• Powerful functions out-of-the-box including
statistical distributions, parallelisation,
optimisation, rootfinding and copulas
Easily extend core functionality
Tyche has been designed to help users build up
their own bespoke libraries tuned to their specific
business needs:
• Re-use code as User Defined Functions
• Extend the Tyche syntax yourself by embedding C#
code or other languages into your model
• Explore Tyche’s rich API to easily embed Tyche
into your business processes, including automated
workflows or in-house front office applications.
Training
Tyche contains detailed documentation, tutorials,
examples, mathematical specifications and
easy to following “how to” videos. Free monthly
Introductory and Advanced training courses are
available.
Tyche works on a wide
range of hardware setups
Tyche is an Intel oriented solution operating across a
wide range of hardware options. Installations can start
at the small scale with “laptop” based infrastructure,
but corporate solutions typically scale through to the
single server or, on occasion, multi-server multi-
Terabyte solutions – all depending on modelling
needs. Tyche delivers high speed analytics with a
focus on getting analysis to the client in real time to
allow better business decision making.
Tyche takes full advantageofmodernhardwareandwill
seamlessly take advantageoffuturechipdevelopments.
Usingmulti-core executionandAVXinstructions,Tyche
brings the full powerofthelatestIntelCPUstobear on
yourmodel’s execution.Havingbeendesignedasa
64-bit executable fromtheoutset,itcancopewitheven
themostmemory-intensivemodels.
By adopting Tyche as their modelling platform, our
clients have been able to replace vast and expensive
compute grids with a single machine, dramatically
reducing their maintenance and support costs. Many
are considering moving to the cloud, either with their
own cloud solution or via Infrastructure as a Service
(IaaS) or Software as a Service (SaaS) supported by
RPCC.
Modellers have full control over how Tyche breaks up
and parallelises their model, identifying sections that
are amenable to multi-threaded and multi CPU
execution.
Tyche integrates with industry-standard schedulers
such as Microsoft HPC Pack to distribute models over
a grid of machines.
For larger models we have also developed a
transformational technology called Hive™ allowing
low level functions to distribute across physically
separate machines by synchronising and sharing CPU
and RAM. Hive avoids the distributed code
bottlenecks seen in some other grid distribution
approaches and allows models to scale even further
and with greater speed and accuracy. Whether you’re
exploring the extreme tail of the capital distribution
across 10 million simulations, or using nested
stochastic modelling on 10,000 by 10,000, Hive can
make it happen.
Quality and Testing
Tyche development follows industry-standard best practices to ensure the quality and robustness of the
released product.
Code is managed through a source control system that ensures full traceability of all changes made. We use
a continuous integration process to run thousands of automated tests on every change to the source code
which detects and fixes regressions to functionality before they can be released.
The build process produces a full Tyche product installer, including Help documentation – the same process
being used for release builds as for internal builds ensuring the process is repeatable and robust.
More in-depth tests against client models, and to measure performance, are run overnight, each night. Once
builds pass these automated test suites they are used internally by our consulting team before being released
to clients.
Release Process
Major Tyche releases are twice a year in Q2 and Q4. Each major release is supported for 24 months. This means
that we have 4 supported major releases at any given time. RPCC will fix important bugs during the support
period for a given Major release. Because our release process is fully automated, RPCC can also make pre-
release versions of Tyche available to clients who want to test or make use of specific features.
24/7 Support
RPCC provides a comprehensive support process for Tyche. Issues can be reported telephonically through
a 24/7 triage centre or online. All issues are managed to ensure they are tracked through to resolution in
accordance with our comprehensive support level agreements. Issues are prioritised according to your needs
and patches released where critical.
Robustness and quality
are fundamental
Alun Marriott – Managing Partner
Jonathan Broughton – Partner (Non-Life)
John Rowland – Partner (Life)
Chris Linley – Associate Partner
James Norman – Associate Partner
Sam Worthington – Associate Partner
Contact:
+44 20 3060 6000
firstname.surname@rpc.co.uk
rpc.co.uk/consulting
Tower Bridge House, London E1W 1AA
London | Cambridge | Paris | Chicago
Our Partners

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Tyche financial modelling

  • 1.
  • 2. Tyche® – Real Time Intelligence • Ground breaking speeds, throughput and scale • Flowgram™ visual modelling interface • Enterprise ‘Out of the Box’ • Lower total cost of ownership Innovative • Vectorised processing • Hive™ Compute – Ultimate scalability • Speed optimised function libraries Non Life • Capital, Reinsurance Pricing, Reserving (IFRS) • Cat Exposure and Accumulation Management Life • Valuation, Pricing, Capital Modelling, ESG • Automated model generation • End-to-end workflow Deployment Options • From laptops to server farms to cloud • On Premise, SaaS or IaaS • Runs on Cisco, Dell or HP Infrastructure
  • 3. Tyche is a modern, high quality and easy-to-use software platform. It runs at blisteringly fast speeds. Tyche is domain agnostic. Our focus to date includes the non-life and life insurance sectors across a wide range of business areas, but we also provide solutions to the pension sector, including one of the UK’s largest schemes. Tyche addresses the complex challenges facing insurers; optimising capital, pricing risks, responding to regulation and improving efficiency. It offers truly ground breaking performance across a range of deployment options; whether using laptops or large scale server grids, situated on premise, cloud hosted or SaaS. Life and GI capital modelling GI reserving GI pricing Asset Management Life cash flow modelling Predictive Analytics Our license fee structure, ease of adoption, cost effective hardware and competitive rate card ensures a Tyche based solution can materially lower your total cost of ownership versus alternative platforms, even when factoring in transition costs. Introduction to Tyche “We have reduced our run time from 6 hours to 25 minutes, which has significantly increased our strategic analysis capabilities and agility to respond quickly to the modelling demands of our business. A joint team from Aspen and RPCC were able to migrate our capital model in 5 months – all delivered on budget and within the required timescales.” Ajay Chhabra, Head of Risk Capital at Aspen, October 2018 Introduction to RPC Consulting RPC Consulting (RPCC) is a specialist actuarial consultancy providing regulatory, risk and pricing analytics across the life and non-life sectors using our Tyche solution. Our team of 50 consultants and 25 software engineers include market leaders in their respective fields.
  • 4. Flowgram® ‒ A visual modelling environment Build powerful models quickly in Tyche Actuaries and other model builders can become productive users of Tyche in days not weeks. T# ‒ An intuitive language for analytics The development environment eases model building with familiar modern functionality: • Transparent and self-documenting scripts • Supports syntax highlighting, subscripts and intellisense • Error checking via conditional stochastic breakpoints • Recursive profiling to identify bottlenecks • Integrated audit and node level regression testing Access a wide range of core features: • Rapid and straightforward import and export for all common databases, Excel and CSV formats. • Tyche can handle truly enormous datasets – some models have exceed 10TB “in flight” processed concurrently. • Powerful functions out-of-the-box including statistical distributions, parallelisation, optimisation, rootfinding and copulas Easily extend core functionality Tyche has been designed to help users build up their own bespoke libraries tuned to their specific business needs: • Re-use code as User Defined Functions • Extend the Tyche syntax yourself by embedding C# code or other languages into your model • Explore Tyche’s rich API to easily embed Tyche into your business processes, including automated workflows or in-house front office applications. Training Tyche contains detailed documentation, tutorials, examples, mathematical specifications and easy to following “how to” videos. Free monthly Introductory and Advanced training courses are available.
  • 5. Tyche works on a wide range of hardware setups Tyche is an Intel oriented solution operating across a wide range of hardware options. Installations can start at the small scale with “laptop” based infrastructure, but corporate solutions typically scale through to the single server or, on occasion, multi-server multi- Terabyte solutions – all depending on modelling needs. Tyche delivers high speed analytics with a focus on getting analysis to the client in real time to allow better business decision making. Tyche takes full advantageofmodernhardwareandwill seamlessly take advantageoffuturechipdevelopments. Usingmulti-core executionandAVXinstructions,Tyche brings the full powerofthelatestIntelCPUstobear on yourmodel’s execution.Havingbeendesignedasa 64-bit executable fromtheoutset,itcancopewitheven themostmemory-intensivemodels. By adopting Tyche as their modelling platform, our clients have been able to replace vast and expensive compute grids with a single machine, dramatically reducing their maintenance and support costs. Many are considering moving to the cloud, either with their own cloud solution or via Infrastructure as a Service (IaaS) or Software as a Service (SaaS) supported by RPCC. Modellers have full control over how Tyche breaks up and parallelises their model, identifying sections that are amenable to multi-threaded and multi CPU execution. Tyche integrates with industry-standard schedulers such as Microsoft HPC Pack to distribute models over a grid of machines. For larger models we have also developed a transformational technology called Hive™ allowing low level functions to distribute across physically separate machines by synchronising and sharing CPU and RAM. Hive avoids the distributed code bottlenecks seen in some other grid distribution approaches and allows models to scale even further and with greater speed and accuracy. Whether you’re exploring the extreme tail of the capital distribution across 10 million simulations, or using nested stochastic modelling on 10,000 by 10,000, Hive can make it happen.
  • 6. Quality and Testing Tyche development follows industry-standard best practices to ensure the quality and robustness of the released product. Code is managed through a source control system that ensures full traceability of all changes made. We use a continuous integration process to run thousands of automated tests on every change to the source code which detects and fixes regressions to functionality before they can be released. The build process produces a full Tyche product installer, including Help documentation – the same process being used for release builds as for internal builds ensuring the process is repeatable and robust. More in-depth tests against client models, and to measure performance, are run overnight, each night. Once builds pass these automated test suites they are used internally by our consulting team before being released to clients. Release Process Major Tyche releases are twice a year in Q2 and Q4. Each major release is supported for 24 months. This means that we have 4 supported major releases at any given time. RPCC will fix important bugs during the support period for a given Major release. Because our release process is fully automated, RPCC can also make pre- release versions of Tyche available to clients who want to test or make use of specific features. 24/7 Support RPCC provides a comprehensive support process for Tyche. Issues can be reported telephonically through a 24/7 triage centre or online. All issues are managed to ensure they are tracked through to resolution in accordance with our comprehensive support level agreements. Issues are prioritised according to your needs and patches released where critical. Robustness and quality are fundamental
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  • 8. Alun Marriott – Managing Partner Jonathan Broughton – Partner (Non-Life) John Rowland – Partner (Life) Chris Linley – Associate Partner James Norman – Associate Partner Sam Worthington – Associate Partner Contact: +44 20 3060 6000 firstname.surname@rpc.co.uk rpc.co.uk/consulting Tower Bridge House, London E1W 1AA London | Cambridge | Paris | Chicago Our Partners