Stop crime at the door
The threat landscape evolves quickly and insurers need to be proactive to stay one step ahead. Models that quickly adapt to changing schemes are a key component. That's why the world’s largest insurers are focusing on creating high model velocity for all their fraud detection, prevention, and collection activities.
They look to Domino's Enterprise MLOps to give them the capability to create, deploy, monitor, and refresh models at scale for:
- Claims fraud such as change of date, inflated claims, staged accidents, and intentional damage
- Anti-money laundering
- Cyber security detection and prevention
- Enhanced due diligence
- Underwriter surveillance
Why Domino to detect and prevent schemes and improve collections
The Domino Enterprise MLOps platform helps insurers achieve high model velocity so they can detect and prevent cyber, fraud, underwriting, and money laundering schemes, model emerging threats and nefarious actors, and improve collections.
Proactively respond to threats-+
Increase model velocity and team productivity to stay one step ahead of schemes
Domino lets you proactively detect and respond to cyber, fraud, underwriting, and money laundering schemes, and improve collections by accelerating the end-to-end data science lifecycle and increasing the productivity of data scientists, actuaries and analysts.
Benefit:
- Quickly access, consolidate, and use data from structured and unstructured data sources.
- Rapidly build, deploy, and retrain models to keep pace with emerging threats and changing conditions.
- One-click access to powerful machines with the most popular distributed frameworks, including Spark, Ray, and Dask, and GPUs, accelerates training workloads on large complex datasets.
- Automated model monitoring alerts you when model performance is degrading.
- Rapidly embed models into business systems and processes to drive business impact.
Streamlined access to data-+
Easy access to data without compromising security and governance
With Domino, you and your team can easily work with and share data while complying with IT protocols, data security, and governance policies.
Benefits:
- Centrally establish connections to data wherever it lives.
- Share data across teams without making copies.
- Provide data context and metadata in a unified manner within and across departments or LOBs.
- Maintain strict governance and control over sensitive data.
- Effectively manage data with integrated version control.
- Integrate with established company SSO and LDAP solutions.
Reproducible models and analysis-+
Easily reproduce and validate work, improving productivity
Domino lets data scientists, actuaries, and model validators instantly recreate the environment used to build a model or analysis.
Benefits:
- Easily validate model results prior to deployment.
- Reproduce any model with just a few clicks, regardless of the language used to create it.
- Improve data scientist, actuary, and analyst productivity by automating the capture of all model assets.
Increased throughput-+
Seamlessly collaborate and build upon past work
With Domino, data scientists, actuariesm and analysts can easily collaborate and build upon past work to test new ideas and quickly deploy the successful ones into production. Model velocity and throughput are increased as consistent patterns and practices are codified across teams.
Benefits:
- Collaborate and iterate on results seamlessly with analysts, actuaries, data scientists, IT, product management, risk, and executives.
- Retain institutional knowledge when key people leave.
- Search prior work on a topic to avoid reinventing the wheel and rapidly compound knowledge.
- Accelerate onboarding of new team members.
- Integrated workflows foster best practices.
Increase model velocity and team productivity to stay one step ahead of schemes
Domino lets you proactively detect and respond to cyber, fraud, underwriting, and money laundering schemes, and improve collections by accelerating the end-to-end data science lifecycle and increasing the productivity of data scientists, actuaries and analysts.
Benefit:
- Quickly access, consolidate, and use data from structured and unstructured data sources.
- Rapidly build, deploy, and retrain models to keep pace with emerging threats and changing conditions.
- One-click access to powerful machines with the most popular distributed frameworks, including Spark, Ray, and Dask, and GPUs, accelerates training workloads on large complex datasets.
- Automated model monitoring alerts you when model performance is degrading.
- Rapidly embed models into business systems and processes to drive business impact.
Easy access to data without compromising security and governance
With Domino, you and your team can easily work with and share data while complying with IT protocols, data security, and governance policies.
Benefits:
- Centrally establish connections to data wherever it lives.
- Share data across teams without making copies.
- Provide data context and metadata in a unified manner within and across departments or LOBs.
- Maintain strict governance and control over sensitive data.
- Effectively manage data with integrated version control.
- Integrate with established company SSO and LDAP solutions.
Easily reproduce and validate work, improving productivity
Domino lets data scientists, actuaries, and model validators instantly recreate the environment used to build a model or analysis.
Benefits:
- Easily validate model results prior to deployment.
- Reproduce any model with just a few clicks, regardless of the language used to create it.
- Improve data scientist, actuary, and analyst productivity by automating the capture of all model assets.
Seamlessly collaborate and build upon past work
With Domino, data scientists, actuariesm and analysts can easily collaborate and build upon past work to test new ideas and quickly deploy the successful ones into production. Model velocity and throughput are increased as consistent patterns and practices are codified across teams.
Benefits:
- Collaborate and iterate on results seamlessly with analysts, actuaries, data scientists, IT, product management, risk, and executives.
- Retain institutional knowledge when key people leave.
- Search prior work on a topic to avoid reinventing the wheel and rapidly compound knowledge.
- Accelerate onboarding of new team members.
- Integrated workflows foster best practices.




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Delivering New Fraud Detection Capabilities in Weeks, Not Months.
Read how a Fortune 500 Insurance leader delivered more sophisticated fraud models that tap into a wider array of data in a fraction of the time it took before using Domino.
Read the case studyRecommended resources
"Without Domino, getting a model into production was quite an involved process; let’s say that took us maybe four weeks after talking to everyone. Now it’s down to maybe a one-week process."
Principal Consultant, Large Financial Service Organization
Read how Topdanmark uses Domino to detect fraud and drive model-driven policy approvals, that reduce the time to approve coverage from four days to one to two seconds.