The Darwinium Platform
Authenticate Every Human and Agent by Intent, Not Just Identity
Authenticate Every Human and Agent by Intent, Not Just Identity
Darwinium protects the entire digital journey - across web, mobile, API and now MCP traffic - from the first request through every interaction a customer or AI agent makes. It unites security and fraud teams on one platform, closing the operational gaps fraudsters exploit.
See everything: full journey visibility across every channel
One edge integration gives continuous visibility across web, mobile, API and MCP traffic, from the first pre-authentication request through login, checkout and beyond.
Understand intent: for every bot, human and agent
Go beyond “who is this?” to “is this action consistent with authorized intent, right now?” Continuous behavioral & journey signals distinguish trusted customers & agents from malicious ones.
Act at the edge: risk-based orchestration in milliseconds
Accept, enrich, challenge or block from the edge, calibrated to risk. Protect conversion while stopping fraud and abuse, with no application code changes and no waiting on engineering release cycles.
As Behavior Changes,
and Threats Evolve
Cover New Touchpoints
Instantly. No code
Identify Trust and
Risk as Users Engage
One View of Risk Across Humans, Bots and AI Agents
For two decades, security and fraud teams have been asking the question “human or bot”. Agentic commerce breaks that question. AI agents now legitimately act on customers’ behalf. Blanket blocking of bots risks customer frustration at best, and defection to a competitor at worst. Darwinium asks not just whether an agent is transacting, but whether it’s acting with authorized intent across every digital journey.
Cover every transaction, from human to web, agent to agent, and agent to web. Every interaction, every actor, one continuous view, with no blind spots.
Uncovering Hidden Fraud in Minutes with Darwinium
Darwinium helped us identify fraud on multiple seller accounts that we hadn’t identified before. This is a really great example of value darwinium has enabling the traceability and exploration of a threat or issue through to solution in a matter of minutes.
Nikolaus Brauer
Software Architect
Cyberfraud Intelligence & Analytics Across Every Journey
Security and fraud teams have historically run separate tools that don't talk to each other, and attackers increasingly operate in the gaps between them. Darwinium unifies both teams around one shared source of signals, with fine-grained analytics that catch high-risk scenarios other solutions miss, delivering 30–40% greater visibility than siloed tools.
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.
Investigations
Give your fraud and risk teams the tools they need to deep-dive into suspicious activity across the shopper journey. Darwinium’s investigation tools are designed for business users, analysts, and data scientists to quickly uncover fraudulent behavior, like promo abuse, account takeovers, or bot-driven checkout attacks, with clarity and precision.
Adapt Faster than Release Cycles with Built-In Decisions and Actions
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).
Incident Management
Providing additional context and visibility of customer interactions to both security and fraud teams while speeding up the triage, investigation and remediation of threats. Smart grouping of related events. Prioritize incidents based on what matters most to your team. Custom close actions connect directly with downstream systems. Built-in time tracking and incident metrics.
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.
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.
Tailor Remediation Based on Risk
Tailored remediation applies the right level of friction - step-up authentication, manual review, or a block - based on the specific risk detected, rather than a one-size-fits-all response for every user. This ensures good users, and their agents, are not caught in the net of overly robust security and fraud controls.
Allow the request, monitor the velocity of the request and log the identity of the user or agent as they transact. Tailor offers or promotions to high value trusted customers.
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.
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