Comprehensive modeling technology for modern insurers

Growing risks and stricter regulations put insurers under pressure, elevating the need for powerful, comprehensive modeling technology to help increase profits, protect capital and keep money hard at work. FIS® Insurance Risk Suite – Prophet delivers the end-to-end capabilities needed to coordinate actuarial modeling, risk management and reporting across your enterprise.

How Insurance Risk Suite – Prophet drives high-performance actuarial modeling

  • Parallel execution: Looped modules restructure actuarial models so large volumes of policy-level projections and stochastic simulations can run simultaneously.
  • Vectorized processing: Model data is reorganized into vectors, enabling highly parallel computing instructions that accelerate calculations across large datasets.
  • CPU and GPU performance: Scalable frameworks enable models to use vectorized CPUs, with AVX support, and GPU software for greater computational efficiency.
  • Memory optimization: Structured workflows help manage GPU memory limits and allow teams to experiment with batch sizes and computing resource allocation to improve performance.

How does Insurance Risk Suite – Prophet scale performance for regulatory workloads?

  • Computing optimization: Testing across CPU, AVX and GPU environments helps identify the most effective computing configuration, reducing runtime and costs for demanding regulatory workloads such as IFRS 17.
  • GPU benchmarking: Assessing scenario-based loop modules across GPU architectures and batch sizes improves result loading and parallelism for scalable annuity modeling supporting Solvency II requirements.
  • Simulation efficiency: Separating data transfers from calculations and using simulation-based loops helps increase GPU efficiency, improving computing costs for policy-level stochastic models.

What to consider when planning your computing approach

  • CPU efficiency: Modern CPUs typically deliver the fastest, most cost-effective performance gains for actuarial models with minimal architectural changes or extensive rework.
  • GPU performance: GPUs are more ideal for high-simulation, highly parallel workloads, and success depends on careful model design rather than simple hardware conversion.
  • Hybrid strategy: Combining and evaluating CPU and GPU approaches holistically enables hybrid designs that help balance speed, costs and complexity to meet your models’ specific needs.
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End-to-end actuarial modeling, risk management and reporting

Model and analyze complex risks across your enterprise in a governed, high-performance environment, on premises or in the cloud. With built-in regulatory and actuarial calculations, Insurance Risk Suite – Prophet helps strengthen reporting and enables better capital and business decisions.

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Professional services for confident, efficient actuarial operations

Insurance Risk Suite – Prophet is backed by the people who know it best. From setup to ongoing optimization, FIS expert consultants provide dedicated professional services to help you make the most of our solutions and strengthen your actuarial performance.

Actuarial modeling

Strategic actuarial modeling and capital planning Access recommendations across the platform while using our deep expertise in modeling insurance risk, capital and ALM for life and nonlife insurance markets. With services for model development, optimization and user enablement, you can modernize and future-proof modeling and risk infrastructure, integrate advanced analytics and scalable technology, and support capital management and enterprise risk oversight.

  • Model reviews
  • Model governance
  • Model development
  • Library upgrades
  • Model optimization
  • Assessments of model compatibility with FIS systems and libraries
  • Global delivery
  • Remote services
  • Coding best practice

Automation

Integrated automation from analysis to reporting From process analysis to fully automated reporting, drive digital transformation through end-to-end results calculation automation. Our services provide standardized process automation and tailored solutions, allowing you to integrate actuarial workflows into enterprise systems via APIs to help drive growth and lower costs.

  • Continual improvement using Process Manager and Process Orchestrator
  • End-to-end reporting and process reviews
  • Replacement of manual activities

Technical training and support

Efficient deployment and management Whether you run Insurance Risk Suite – Prophet on-premises or we host and manage it in the cloud, receive the training and support you need to use it effectively. Our managed upgrade and customer care services can also help keep your solution updated, reliable and performing at its best.

  • Tailored training courses
  • IT health checks
  • Model resource optimization
  • Implementations and upgrades
  • Performance testing
  • Managed system upgrades
  • Infrastructure management

Data management

Comprehensive data management for innovation Harness the full potential of your data by partnering with us to align your initiatives with business goals for innovation and competitive advantage. We can help establish strong governance, efficient architecture and superior quality to support compliance efforts, optimize data flow and minimize inaccuracies.

  • Data governance
  • Data architecture
  • Data integration
  • Training
  • Data quality
  • Data strategy
  • Data security
  • Data analysis
  • Data visualization

 

Advanced capabilities delivered continuously

We continually update our platform to help you manage and report risks more efficiently. This includes a chatbot-style AI assistant, predictive analytics that reveal risk impacts and cloud services for unified, scalable operations.

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High-performance actuarial modeling for speed and cost control

Insurers face increasing pressure to accelerate actuarial modeling without raising costs. With a choice of CPU and GPU technology, supported by looped modules, Insurance Risk Suite – Prophet provides the tools firms need to improve runtime and achieve cost-effective results.

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Let's keep our conversation going

Learn more about how FIS can help you model and analyze complex enterprise risks with greater flexibility and control.

Connect with an expert to get your questions answered.

Find out how we can help you put your capital to work.

Reach out for pricing details that align with your needs.

View detailed specifications for Insurance Risk Suite – Prophet.

Open, transparent architecture

Streamline calculations, automate model runs and enable transparency with open-code architecture while intuitive visualizations display assumptions, models and results on one screen.

Flexible processing environments

Execute complex simulations in a scalable, pay-as-you-go SaaS environment, supported by accelerated runtimes and performance gains through a choice of GPUs and CPIs with AVXs.

Integrated workflow automation

Automate result transfers between systems to reduce manual data sharing and reconciliation while accelerating complex processes and improving productivity, accuracy and control with an end-to-end workflow.

Risk and regulation management

Use prebuilt, updated core libraries to access all variables, actuarial definitions and complex formulas you need to build best-practice models and support Solvency II, IFRS 17 and U.S. GAAP LDTI standards.

End-to-end actuarial modeling, risk management and reporting

Designed to streamline model development and production, FIS® Insurance Risk Suite – Prophet combines actuarial modeling, risk management and regulatory compliance on a single, modular platform. It automates complex workflows and orchestrates end-to-end operations, from model development to analysis and results management.
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Model Developer

Modernize modeling and risk management

FIS® Model Developer (formerly Prophet Professional) enables you to build and maintain actuarial models with a dedicated environment for model design and management. Its wide selection of actuarial libraries provide coverage of product types and regulations globally and enable you to quickly build the models required by your business.
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Transparent open code
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APIs for task automation
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Interactive diagram views
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Standardized actuarial libraries
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Regulatory compliance support
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Asset and liability actuarial modeling

Enterprise Manager

Accelerate actuarial modeling in a controlled environment

FIS® Enterprise Manager (formerly Prophet Enterprise) provides a powerful and controlled multiuser production environment for actuarial modeling in the cloud or on premises. With a scalable engine and an intelligent job scheduler, you can optimize performance and provide a clearer audit trail from every calculation to the data and assumptions that underpin it. Integrated APIs and scripting capabilities within Enterprise Manager also help streamline large-scale processes, automate workflows and support regulatory audit requirements.
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Scalable architecture
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Workflow automation
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Backup and version control
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Multithreaded, optimized processing
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Enterprise reporting, governance and controls

Optional Assumptions Management

Optimize assumption management workflows

FIS® Operational Assumptions Management module enables greater control over the processes that feed critical values into Insurance Risk Suite – Prophet. With role-based access control, it enables you to manage tables and assumptions for every model run in an auditable, enterprise-level environment that helps minimize errors.
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Precision control
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Auditable model runs
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Role-based access management

Production Manager

Scale actuarial processes in the cloud

FIS® Production Manager enables you to harness the scale and efficiency of cloud computing by streamlining actuarial processes with a SaaS solution for model development, reporting and risk management. It also lets you pay only for what you use while accelerating large-scale workloads with speed, flexibility, streamlined workflows and lower costs.
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Automated updates
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Cloud-native platform
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Enterprise-grade security
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Spend and resource monitoring dashboards

Process Orchestrator

Streamline actuarial modeling operations

FIS® Process Orchestrator helps automate complex workflows with highly configurable tools. It allows you to define processes within Insurance Risk Suite – Prophet and control other financial reporting systems with FIS® Process Manager, enabling end-to-end process automation.
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Progress reports
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System and user-action traceability
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Operational inefficiency and risk reduction

Data Integration

Enhance end-to-end risk data management

FIS® Data Integration helps support smooth data flow across actuarial models, BI tools and regulatory systems. This data repository solution lets you organize results for business meaning or regulatory submissions, such as IFRS 17, and integrate with external database platforms.
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IFRS 17 support
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Mapping of model results
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Database platform integration
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Subledger data extract processes
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Auditable pipelines with data lineage and controls

Flexible Results

Gain more control over model results production

FIS® Flexible Results lets you produce granular results efficiently, aggregate them at required levels, such as an IFRS 17 unit of account, and deliver them to downstream systems. With API-driven access, custom queries and integration with dashboards and BI tools, you can reduce manual data handling, accelerate reporting and improve scalability and automation.
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Dynamic data extraction
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Individual policy level results
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Direct access to reporting and analytics results

Quality Assurance

Drive trustworthy test case management

FIS® Quality Assurance helps maintain model integrity by automating detailed comparisons between every set of results. It allows you to filter test results by product, accumulation and run for better control and auditing of development cycles, reducing the risks and costs associated with model and system changes.
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Multiple test packs
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Testing activity records
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Automated regression testing
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Intended and unintended change capture

What's new

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AI assistant

Access real-time guidance with a built-in, chatbot-style AI assistant that answers questions, supports model operation and maintenance, and simplifies how users learn and navigate our software.

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Predictive analytics

Powered by machine learning algorithms, predictive analytics reveals the impact of risk factors on pricing, reserves and claims to deliver clearer insights, better forecasts and lower operational costs.

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Cloud services

Scale and adapt more easily with an integrated cloud model that brings together managed cloud services and SaaS flexibility in one unified experience.

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CPU, GPU and looped modules

Run modeling workloads efficiently on GPUs and CPUs with AVX support, paired with our looped modules solution to restructure data into vectors for parallelized, high-performance computing.

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FIS General Insurance Reserving Interface

Enable faster, more transparent reserving with an intutitive, user-friendly interface that helps insurers compare results quickly and make informed decisions with clear actuarial code.

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Stay connected, stay informed

Access the FIS Client Portal to monitor alerts, connect with client services and access important resources – all while taking advantage of new features added on an ongoing basis.

FAQ

What do actuaries need most from a modeling system?

Actuaries want to be able to strike a balance between making models faster and cheaper to run and being able to access a wide range of rich, user-friendly features and capabilities.

How is actuarial modeling technology evolving?

Advancements in technology are driving a more sophisticated approach to risk modeling, which is not only improving automation, but also processing power and data management and analytics. As a result, insurers are better able to reduce cost and risk, drive insight and scale rapidly to changing reporting demands.

How can AI and machine learning help transform actuarial modeling?

AI can play a major role in reducing actuarial labor costs and making actuaries more efficient. For example, built-in chatbots can make software easier to use by responding instantly to user queries. Predictive analytics solutions also help in predicting future outcomes in the lifecycle of policies.

What can enhance the power and performance of modeling systems?

Evolving computer chip technology can help actuaries reduce runtime and computing costs. Along with CPUs, GPUs are now demonstrating their suitability to power certain actuarial calculations and support high-performance calculations, with looped modules also driving parallelized computing instructions.

What are the benefits of running actuarial models in the cloud?

Cloud-native technology helps make modeling solutions more scalable, secure and efficient. SaaS systems help actuaries improve workload efficiency and create, analyze and store more granular data without wasting time and resources maintaining software or scaling hardware to shifting reporting demands.

Which tools are most effective at reducing actuarial modeling costs?

It's less about which individual tools help reduce costs and more about gaining a complete, holistic view of your technology spend. The priority is lowering your total cost of ownership with powerful technology that helps deliver savings across your modeling operations.

Let's keep our conversation going

Learn more about how FIS can help you model and analyze complex enterprise risks with greater flexibility and control.

Connect with an expert to get your questions answered.

Find out how we can help you put your capital to work.

Reach out for pricing details that align with your needs.

Get a brief overview of Insurance Risk Suite – Prophet.

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