Uniting Real-Time Analytics with Decisions and Actions
Fraud Intelligence & Analytics
Continuous profiling of user behavior across every digital interaction. Future-proofed device and behavioral profiling with industry-first digital signatures.
Make Decisions, Take Actions
The decision platform orchestrates both decisions and actions across customer journeys. Plug & play integrations play nicely in existing stack.
Flexible Deployment, Everywhere
Deploy on the ede via your CDN for full visibility across the customer journey, on critical webpages, on mobile via a lightweight SDK and on API endpoints.
Fraud Intelligence & Analytics Across Every Customer Journey
Adversaries are exploiting business siloes and gaps in fraud intelligence. Darwinium removes these vulnerabilities with a single view of customer behavior across every digital journey, with fine-grained analytics that detect high-risk scenarios that other solutions miss.
Behavioral Analytics Across the Customer Journey
Darwinium unites data and intelligence across the entire customer journey, piecing together user behavior over time, and across every digital touchpoint. Compare a user's behavior against their previous interactions on your site or against a cohort of users' interactions. Use those to form risk signals for more accurate decisioning.
Darwinium Digital Signatures Improve User Recognition
Darwinium digital signatures allow you to tune recognition rates based on context, from faint suspicion to absolute certainty. Sets of granular forensic data, like device, swipe and keyboard interactions are condensed into a corresponding signature for easy similarity comparison. Built on a continuous scale of similarity from zero to one, rather than on a fixed identifier, digital signatures optimize challenge rates with customer experience while reducing false positives.
Behavioral Biometrics on Every Field
Monitor the way a user interacts with their devices across web and mobile to detect bot-like behaviors and indications of remote access software. Understand how a user types on a keyboard, including use of shortcut keys, to detect potential high-risk behaviors. Harness mobile sensor data including orientation and accelerometer for indications of live calls and signs of potential social engineering.
Advanced Fingerprinting with No Missing Data
Darwinium layers profiling technologies and applies them continuously across user journeys. They are run natively, resulting in better data quality and no missing data or sessions. Detect proxies and VPNs independently of IP address to defeat residential proxies. Detect emulators and anomalous devices. All the data is returned for traceability and analysis.
Investigations
Comprehensive and customizable investigations tools designed for business users, analysts and data scientists
Dashboards
Leverage insights from day one with use case specific dashboards, including for bot traffic categorization, account takeover risk and decision performance. Summarize and visualize key metrics for deeper investigation and reporting. Customize according to business priorities.
Interrogation
Access and visualize transaction and behavioral data using out-of-the-box query and exploration panes. Ingest and standardize structured or unstructured data for enhanced investigations. Optimise analyst searches and reporting with integrated Python notebooks.
Labels
Use labels to tag groups of identifiers with confirmed good or bad outcomes. Create and check the labels automatically in real time, as part of an investigation or manage through lists. Labels become available to train machine learning models against known outcomes.
Lookbacks
Store data for human or machine analytics applications for at least 12 months, rather than the industry standard of often less than 30 days. Benefit from real-time context and analysis of longer-term trends.
Adapt Faster than Release Cycles with Built-In Decisions and Actions
Move seamlessly from analytics to action, with real-time customer journey orchestration - featuring an integrated decision platform, plug and play third-party integrations and dynamic, tailored remediation.
Decision and Action in Real Time
Define journey and data mapping behaviors from within the Darwinium portal. Remove reliance on engineering resource to make code changes to take action. Train, test and deploy machine learning models without risk, removing reliance on black-box scores.
Integrated Decision Platform
Journeys, features, rulesets and models are configurable by no-code GUIs, low-code or full code options to suit all user groups. Use either a drag and drop interface, or a developer-friendly VSCode-based integrated development environment (IDE).
Feature Library
Powerful, extensible, native features generate in real-time and track statistical aggregates and risky behaviors over custom lookback timeframes.
Rule Engine
Install best practice signals from templates to solve particular use cases, then adapt and customize according to business priorities.
Model Execution
Bring your own advanced models in PMML format, using your own tools and pipelines. Productionize them instantly.
Conditional Orchestration
Darwinium is never a bottle-neck for data or actions. Call out to other party providers using templates in the Darwinium marketplace, or easily specify and consume custom APIs. Optimize decisions and step-ups based on risk.
Dynamic, Tailored Remediation
Add / reduce friction or block transactions based on risk. Inject dynamic, tailored messaging during a suspected scam journey. Call an API to do an additional authentication check. Terminate a session. Offer a VIP bonus to incentivise basket completion. Remove the operational headache between making decisions and taking action.
Flexible Deployment Across Your Digital Estate, with In-Built Privacy-by-Design
Comprehensive deployment options cover your content delivery network (CDN), web, apps and APIs, removing pressure on IT resource and decoupling remediation from release cycles. Darwinium gives customers the option to move data classification, encryption and anonymization to the perimeter edge. Retain full control of sensitive data, with less exposure to risk. Darwinium uses a fully anonymized version of this data that can be processed globally for security and fraud prevention purposes. The original data is not recoverable.
On the Edge
Dynamically adapt to new areas of attack and use cases without needing engineering effort, using content delivery network (CDN) infrastructure.
On Webpages
Designed for single-page applications and for core risk points. JavaScript tags, first-party profiling, blocker protection, no missing data.
On Mobile
Lightweight SDK for Android and iOS. Benefit from leveraging native profiling and consistency of decisioning controls between Web and Mobile.
API Endpoints
Protect integrity of API endpoints. Wildcarded monitoring of routes with sequence, discovery and parameter aware controls to detect abuse.