UpGuard manages cyber risk everywhere it lives: your vendors, your internet-facing attack surface, and your workforce. You get one platform that connects all three risk areas instead of separate tools and spreadsheets stitched together. A risk in one surfaces in the others automatically. A breached vendor flags your own exposure. A leaked employee credential links straight to the account and the vendor involved. AI handles the repetitive work of triaging alerts, reviewing vendor evidence, and completing questionnaires. That means lean security teams can run programs that would otherwise need much bigger teams. UpGuard fits mid-market teams, deploys quickly, and slots in without replacing what you already have.
Living Security is an AI-native human risk management (HRM) platform that continuously measures, prioritizes, and reduces cybersecurity risk across an organization's workforce, including employees, contractors, and AI agents. Its Intelligence Engine correlates 300+ behavioral, identity, and threat signals from an organization's existing security stack, and its Human Risk Index (HRI) sorts individuals and groups into five distinct risk levels. Teams use these insights to focus on the small share of users driving most of the exposure and to trigger targeted action plans such as training, nudges, and automated controls. Because the platform is an analytics-and-orchestration layer that depends on integrations to generate signals, visibility is only as complete as the connected stack, and it does not provide external attack surface, vendor risk, or security ratings capabilities of its own.
Nudge Security is an agentless SaaS and AI security platform designed to discover and govern employee-adopted applications and identities across the enterprise. It consolidates shadow IT/AI discovery, SSPM, identity governance, third-party and supply-chain risk, and SaaS spend management into a centralized framework that drives compliance directly through automated employee outreach. Because its architecture focuses strictly on the SaaS, identity, and AI layers, the platform does not provide external attack surface management (EASM) or overall organizational security rating scores.
Key strengths
UpGuard unifies vendor, attack surface, and workforce risk in one console. Customers describe finally seeing the whole picture, rather than paying for three tools that each cover only part of it. UpGuard also surfaces exposures that ratings tools and scanners miss, without the multi-week delay of a typical scan cycle. Lean teams can run the entire program without expanding headcount or adding a managed service.
Living Security's core strength is data correlation. Its Intelligence Engine aggregates siloed signals from across an organization's existing security, identity, and training tools and connects them into a single, individual-level risk picture. The Human Risk Index translates that data into prioritized risk tiers, allowing teams to focus effort on the small percentage of users who drive the majority of exposure. The company also pairs this analytics layer with gamified and AI-personalized training content, which it positions as a driver of stronger completion and behavior-change rates. Backing all of this is a large, multi-year behavioral dataset drawn from 100+ enterprises and independently analyzed by the Cyentia Institute.
Nudge's strength is its patented email and OAuth "genealogy" approach, which surfaces a complete historical inventory of all SaaS, AI, accounts, and integrations within minutes of connecting to Microsoft 365 or Google Workspace. It excels at shadow AI governance (discovering AI agents and monitoring sensitive data shared with chatbots) while its automated "security nudges" (via email, Slack, or Teams) drive behavioral change where traditional security tickets fail. Nudge also accelerates identity governance tasks such as user access reviews and offboarding, while streamlining third-party risk management through real-time supply chain breach alerts and a built-in library of over 200,000 vendor security profiles.
Key weaknesses
UpGuard focuses on managing live, connected risk, not heavy, standalone compliance software. Full governance features, including policy and controls management, arrive later this year. Teams that need a mature governance, risk, and compliance (GRC) system of record today can run UpGuard alongside one for now. UpGuard also doesn’t translate risk into dollar figures. If financial risk quantification is a must-have, factor that into your evaluation.
The most significant consideration is that Living Security depends on integrations with an organization's existing security tools to generate its risk signals, so its insights are only as complete as the connected stack. Organizations with a thin or poorly integrated toolset will see reduced value. Some users have also noted reporting limitations, such as the lack of an out-of-the-box view for tracking metrics against an exact training start date.
Reviewers note that reporting could be more customizable, that coverage of some niche SaaS apps remains limited, and that custom or in-house apps don't always classify correctly, requiring manual reconfiguration and labeling. On the nudge side, some users report that the frequency of automated nudges can cause alert fatigue and would like more flexibility in customizing nudge message templates. A few also found technical-contact assignments unclear, needing periodic adjustment for accuracy.
Usability and learning curve
Teams deploy quickly and get up and running without an extended onboarding period. New employees can learn the interface without lengthy training. A single console consolidates workflows that would otherwise require multiple tools, reducing the ongoing burden of learning and maintaining separate systems. Operating the platform doesn’t require a professional services engagement.
Living Security emphasizes a low-friction onboarding experience, with a quick-start path to get a tenant up and running in minutes, along with a step-by-step guide for setting up an organization. The interface centers on visual, real-time dashboards that present risk at the organization, segment, department, and individual levels, and an embedded AI assistant (Livvy) is available throughout the platform to answer questions and surface insights, which lowers the learning curve for new users. The onboarding effort is the upfront integration work of connecting identity, training, phishing, and email security tools so the platform has the data to begin correlation.
Usability is a core strength for Nudge Security. Deployment is effectively instant: an admin connects to Google Workspace or Microsoft 365 via OAuth, and Nudge returns a complete historical inventory within minutes, with no agents, proxies, or network changes required. Users can start a free two-week trial with no credit card required, and the learning curve is low for IT, security, and compliance teams. The friction points are minor and administrative: custom or in-house apps sometimes need manual relabeling to classify correctly, and technical-contact assignments occasionally require adjustment.
Cyber risk data accuracy
UpGuard’s data remains current. Vendor postures refresh continuously, and users can initiate a scan on demand instead of waiting for a fixed cycle. UpGuard attributes findings accurately, so teams do not spend weeks correcting assets assigned to the wrong company, a common issue with ratings tools. Threat Monitoring scans the open, deep, and dark web, along with social media, for leaked data, exposed credentials, and brand impersonation. AI filters out noise so the alerts that reach your team are worth acting on.
Living Security's data accuracy is anchored in its Human Risk Index, a dynamic score (1–1000, each identity starting at 500) built from both risky and vigilant user behaviors plus external threat signals. Rather than an additive tally, the HRI is a probabilistic model that weighs risks and correlations across 250+ measured behaviors drawn from three pillars: employee actions (phishing and training results), identity and access signals, and real-time threat intelligence. Because these signals are pulled directly from an organization's own systems of record through integrations, the data tends to be high-fidelity for behavioral and user-risk context, though it is behavior- and identity-based rather than independent external scanning, and the exact HRI weighting is proprietary.
Nudge delivers comprehensive shadow IT, SaaS, and identity context through email- and OAuth-based discovery to reconstruct a full historical record of SaaS and AI adoption, capturing the long tail that network or CASB tools miss. Enriched by a browser extension and direct integrations, it layers identity telemetry (SSO/MFA status, OAuth scopes, non-human identities) with real-time supply chain breach alerts and 200,000+ vendor security profiles, using AI-powered intelligence to prioritize findings. As a caveat, because its primary discovery method is partly inferential, custom or in-house apps may occasionally misclassify and require relabeling; also, the deepest configuration data is limited to directly integrated apps, and data remains strictly scoped to the SaaS/identity/AI domains rather than external scanning.
Vendor risk management features
UpGuard runs the complete third-party risk management (TPRM) process in one platform: onboarding, assessing, remediating, monitoring, and reporting on vendors. Each vendor’s live external exposure and any linked leaked credentials appear directly within the vendor program, so teams can act on verified risk instead of relying on paperwork. AI-powered security questionnaires read vendor evidence and complete assessments automatically, cutting completion time by up to 95%. Instant risk assessments return a point-in-time report in under a minute, mapped to frameworks like ISO 27001 and NIST CSF 2.0.
Dedicated vendor (third-party) risk management is outside Living Security's scope. While the platform extends its human-risk monitoring to contractors and other extended-workforce identities, this coverage applies to individuals, not to company-level third-party risk management. It does not provide the core TPRM workflows (vendor security questionnaires, compliance assessments, remediation tracking, or continuous vendor monitoring) that define a dedicated VRM platform, so organizations needing third-party risk management would require a separate tool.
While not a full TPRM platform, Nudge offers more third-party risk capability than most SaaS-security tools, providing a live view of all active SaaS and AI apps, app-to-app OAuth integrations, and non-human identities touching company data. It accelerates vendor due diligence through its built-in library of SaaS vendor security profiles and delivers real-time supply chain breach alerts. However, it lacks comprehensive TPRM lifecycle workflows—such as custom security questionnaires, formal risk assessments and scoring, and structured remediation tracking—meaning organizations requiring full vendor lifecycle management will still need a dedicated VRM tool.
Attack surface management features
UpGuard continuously monitors your internet-facing footprint. It maps assets, flags exposures such as misconfigurations, expired certificates, and open ports, and ranks remediation priorities. The UpGuard platform also detects typosquatting and lookalike domains set up to impersonate your brand before they’re used for phishing. Because attack surface monitoring runs alongside vendor and workforce risk, an exposed asset or leaked credential automatically links to the person and vendor involved. This gives teams visibility into both external exposure and vendor risk in a single view.
Attack surface management is not a function of Living Security. The platform does not discover, inventory, or monitor an organization's external-facing digital assets (domains, IPs, exposed services, or certificates) the way a dedicated ASM or security-ratings tool does. Its Intelligence Engine ingests public OSINT and external threat-intelligence signals, but these serve as contextual inputs for individual human risk scoring rather than for mapping or continuously monitoring an external attack surface. Organizations requiring ASM capabilities would need a separate solution.
Nudge does not perform traditional external attack surface management; it does not scan or monitor internet-facing infrastructure such as domains, IPs, exposed services, or certificates. It does, however, explicitly address the "SaaS attack surface": by discovering every SaaS and AI app, account, OAuth integration, and non-human identity employees create, it maps and helps reduce the identity and SaaS-driven exposure that sits outside the network perimeter, what Nudge calls the "Workforce Edge." Organizations needing conventional, internet-facing ASM would still require a dedicated tool.
Customer support
UpGuard supports every customer across all plan tiers, from the smallest plan to the largest. Support teams assist with both technical setup and larger program decisions. Customers frequently cite responsive, hands-on support as a reason they continue with UpGuard.
Self-service options include the "Support Garden" knowledge base, a ticket-based support request system, and a customer community for submitting ideas and feedback. Support is structured around an always-on AI chat assistant that serves as the first line of help and escalates unresolved issues to the support team, backed by a standard ticket queue that aims to respond within 48 business hours. For time-sensitive issues, a separate critical-support path handles urgent needs outside standard business hours (Monday–Friday, 8 am–5 pm CT). In-product guidance is delivered through an embedded Resource Center offering walkthroughs and quick access to the knowledge base and community.
Nudge employs a low-touch, self-service support model in which a unified "Product Success" team handles everything from pre-sales to ongoing adoption, rather than relying on traditional Customer Success managers. Support relies on extensive self-service resources (a knowledge base, FAQs, API documentation, a public status page, and demo content) supplemented by email support. Organizations requiring a dedicated, named account manager or high-touch enterprise support may find this approach lighter than typical industry norms.
Workflow automation
Risk Automations turns a risk signal into action across the platform, with no code and no engineering ticket. On the vendor side, it automates onboarding from questionnaire data, triages vendor score drops, schedules recurring vendor reports, and opens remediation tickets in ServiceNow or Jira. On the threat side, a Breach Risk detection can trigger a workflow that alerts Teams or Slack and runs a system-level fix, like blocking a malicious IP or forcing a credential reset. This is the difference between a tool that reports on risk and one that resolves it.
Living Security's Actions framework lets teams build playbooks that trigger automatically when an individual's risk rises, deploying targeted training, nudges, manager alerts, access-control changes, and ITSM tickets without manual intervention. The company positions this as automating 60–80% of remediation while keeping a human in the loop for oversight, with just-in-time coaching delivered directly in Slack and Teams. Tailored, risk-based action plans are generated and executed from within the platform itself. As with its risk signals, the reach of automated controls depends on the upstream and downstream tools an organization has integrated.
Nudge's workflow playbooks and policy-driven guardrails codify governance tasks to automate the safe adoption of SaaS and AI without manual gatekeeping. Its security nudges automatically message employees via email, Slack, or Teams to prompt self-remediation the moment issues arise, such as new shadow apps, missing MFA, or risky OAuth grants, scaling enforcement without generating IT tickets. Common automated workflows include employee offboarding, SSO onboarding, app approval and justification, and user access reviews, though this enforcement is scoped to the specific applications and identity systems Nudge connects to.
Artificial intelligence features
UpGuard’s AI performs specific, defined tasks, rather than vague “AI-powered” work. The AI Threat Analyst sorts and scores incoming threats across your attack surface, the dark web, and social media. It clears out approximately 60% of alerts as noise, so your team only reviews what matters. The same triage logic extends to vendor and workforce signals as well. Every AI result carries a citation back to the source, so your team can verify it before acting.
Artificial intelligence is central to Living Security's current positioning as an "AI-native" platform. Its AI engine, branded Livvy, is trained on what is described as the industry's largest HRM dataset and unifies 300+ behavioral, identity, and threat signals into a Human Risk Index for every identity. Livvy spans prediction (flagging risk before it becomes an incident), guidance (surfacing prioritized recommendations with stated reasoning, confidence scores, and predicted impact), and action (driving automated remediation playbooks). AI is also applied to content creation, generating risk-aligned, hyper-personalized training.
Nudge's AI capabilities split focus between governing external AI usage and applying AI within the platform. For governance, it discovers shadow AI apps and browser-based agents, monitors chatbot conversations to detect sensitive data shared through file uploads or copy-pasting, and enforces policy-driven guardrails to ensure safe adoption. The product leverages AI-powered risk intelligence to continuously identify, score, and prioritize threats across the entire SaaS and AI attack surface. The platform does not feature a branded generative AI assistant or copilot, concentrating its AI value entirely on discovery, governance, and automated risk prioritization.
API and integrations
A well-documented REST API and webhooks let teams pull risk data into their own tools and trigger actions programmatically, without waiting on engineering support. For no-code work, Risk Automations adds more than 100 native integrations, including Jira, ServiceNow, Microsoft Entra, Slack, and Cloudflare. A Universal API Connector Node extends its reach to any open API.
Through its Technology Alliance Program, Living Security maintains pre-built connectors to dozens of widely used security, identity, and HR systems, including Microsoft (Azure, Defender, Intune), Okta, SailPoint, CrowdStrike, Proofpoint, Mimecast, Abnormal, Cofense, KnowBe4, Netskope, Zscaler, Rapid7, and Workday. Its Entity Graph unifies identity data across HRIS, SSO, endpoint, and email sources into a single user profile, and integrations also support outbound actions such as ITSM ticketing and access-control changes. Living Security publishes technical documentation that includes APIs for programmatic access, though detailed API references are gated.
Nudge discovers the entire SaaS and AI estate via OAuth and email genealogy without requiring individual connectors, ensuring long-tail visibility is completely independent of prebuilt integrations. For deep posture management and action, it provides direct integrations with business-critical platforms (Okta, Salesforce, Snowflake, Zoom), a browser extension, and communication channels (email, Slack, Teams) for driving nudges. Programmatic access is available via a documented public REST API. While universal discovery applies broadly, deep configuration data and remediation capabilities remain concentrated on major platforms, limiting integration depth for niche SaaS apps.
Purchasing & licensing transparency
UpGuard publishes its pricing rather than hiding it behind a sales call. A free tier lets teams monitor up to five vendors and use Trust Exchange, UpGuard’s AI-powered questionnaire tool, at no cost. Paid Vendor Risk plans start at USD 1,750 per month, billed annually. Teams can start with one product and add others as they scale. One license covers both monitoring and assessments, so pricing doesn’t fragment across separate products.
Living Security publishes its packaging structure but not its prices. The platform is sold as a required base (the "Living Security Platform") plus one of three Action Packages: Train, Engage, or Adapt. Buyers are directed to "contact us for enterprise pricing." Several capabilities (phishing simulations, Cybersecurity Awareness Month, CyberEscape Online, AI content generation, and professional services) are priced separately as add-ons. There is no free plan or free trial; evaluation runs through a sales-led demo environment.
Nudge Security provides a highly transparent pricing model based on active workspace users (licensed Google Workspace or Microsoft 365 mailboxes, excluding archived or suspended accounts), with no seat limits or extra charges for Nudge platform users and SSO included. Organizations under 150 accounts pay a flat $750/month, teams with 150–2,500 accounts pay $5 per active user/month, and deployments over 2,500 accounts receive custom ELA pricing. A 14-day free trial is available without a credit card, with payment options that let customers pay upfront or as they go. While all plans include the core platform, advanced configuration and integration-posture features for critical apps are paid add-ons, and the software is also available via the AWS Marketplace.
Customers
UpGuard customers include Intercontinental Exchange (NYSE: ICE), Morningstar, TDK, PagerDuty, Hopin, and IAG. Read UpGuard’s customer stories to learn more.
Living Security publicly references a roster of large, recognizable enterprise customers across multiple regulated industries. Examples include Verizon, JPMorgan, CVS Health, Lockheed Martin, and Ford. The customer base skews toward Fortune 500 and large enterprises in finance, healthcare, technology, and manufacturing.
Nudge publicly references customers and endorsers, including Netflix, Snowflake, Watershed, KarmaCheck, and Unify Consulting, with security and IT leaders at Netflix and Snowflake citing its use across their organizations. The customer base skews toward technology, SaaS, and modern mid-market and enterprise teams. While it includes a couple of marquee names (Netflix and Snowflake), the publicly disclosed roster is relatively modest in breadth compared with that of larger, established vendors.
G2 rating Accurate as of March 2025
More than 700 verified reviews give UpGuard a 4.5 out of 5 rating on G2. UpGuard also holds G2’s top ranking as the leader in Third-Party & Supplier Risk Management for 15 consecutive quarters. The 2026 G2 Best Software Awards recognized UpGuard as one of the Top 100 Global Software Companies. Among verified reviewers, 98% give UpGuard four- or five-star ratings, and 94% approve of its product direction.
4.8, based on 6 reviews.
4.5, based on 16 reviews.
Security ratings
A
944 / 950
A
834 / 950
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875 / 950
Did you know UpGuard was voted #1 on G2 and has been for over two years?
Living Security vs Nudge Security product overview
Learn more about the products and how they compare.
Overview
We assess three user risk solutions — Living Security, Nudge Security, and UpGuard — to help you make an informed decision before investing in the right solution for your needs.
Living Security Overview
Living Security is an AI-native human risk management (HRM) platform that measures and reduces risk across an organization’s workforce, including employees, contractors, and AI agents. Its Intelligence Engine correlates 300+ behavioral, identity, and threat signals from a customer’s existing security stack into a Human Risk Index (HRI) that sorts individuals into five risk tiers. It backs this with a multi-year behavioral dataset from 100+ enterprises, analyzed by the Cyentia Institute. It pairs that with gamified, AI-personalized training and an embedded assistant, Livvy.
Nudge Security Overview
Nudge Security is an agentless SaaS and AI security platform that discovers and governs employee-adopted applications and identities across the enterprise. It consolidates shadow IT and AI discovery, SaaS security posture management (SSPM), identity governance, third-party and supply-chain risk, and SaaS spend management into a single framework, driving compliance through automated employee outreach. Its architecture is scoped to the SaaS, identity, and AI layers, so it doesn’t provide external attack surface management or organization-wide security ratings.
UpGuard Overview
UpGuard is a third-party risk and attack surface management platform that
helps global organizations prevent data breaches, monitor third-party
vendors, and improve their security posture.
UpGuard’s platform uses proprietary security ratings, data leak detection
capabilities, and remediation workflows to proactively identify security
exposures.
UpGuard’s all-in-one third-party risk and attack surface management
software intelligently groups risks into six categories: website risks,
email security, network security, phishing & malware, reputation risk, and
brand protection.
Usability and the learning curve
Living Security: Onboarding centers on a quick-start path that stands up a tenant in minutes, with visual dashboards at the organization, segment, department, and individual level. An embedded AI assistant (Livvy) lowers the learning curve, though most of the effort is upfront: connecting identity, training, phishing, and email security tools so the platform has data to correlate.
Nudge Security: Deployment is effectively instant: an admin connects to Google Workspace or Microsoft 365 via OAuth, and Nudge returns a complete historical inventory within minutes, with no agents, proxies, or network changes required. A 14-day free trial requires no credit card, and the learning curve is low for IT, security, and compliance teams; the main friction points are minor, such as custom or in-house apps occasionally needing manual relabeling.
UpGuard: High-level summation of risk with the ability to drill down into precise technical details. Each risk is prioritized based on extensive research conducted by the in-house security team, and where possible remediation and protection suggestions are provided.
Capabilities
Living Security: Living Security works from the inside out, correlating signals from an organization’s existing security, identity, and training tools into a per-person risk score, then driving targeted training, nudges, and automated controls at the individuals who account for most exposure. Its value depends entirely on the integrations connected to it; a thin toolset limits what it can see, and it doesn’t address vendor risk or external attack surface.
Nudge Security: Nudge Security works through a patented email and OAuth “genealogy” approach that reconstructs a complete historical inventory of SaaS, AI, accounts, and integrations within minutes of connecting to Microsoft 365 or Google Workspace. Its strength is breadth: it pairs shadow AI governance with automated “security nudges” sent over email, Slack, or Teams to drive self-remediation, plus identity governance tasks like access reviews and a built-in library of over 200,000 vendor security profiles. Its limitation is that discovery is partly inferential, so custom or in-house apps can misclassify, and it doesn’t provide external attack surface management or security ratings of its own.
UpGuard: Offers real-time visibility into any third-party vendor’s risk posture and security rating along with total automation for managing vendor due diligence and remediation programs.
Community support
Living Security: Day-to-day support runs on an always-on AI chat assistant that escalates to a ticket queue targeting a 48-business-hour response, with a separate critical-support path for urgent issues outside standard hours.
Nudge Security: Support runs on a low-touch, self-service model: a unified “Product Success” team handles pre-sales through ongoing adoption in place of a dedicated Customer Success manager, backed by a knowledge base, FAQs, API documentation, a public status page, and demo content, supplemented by email support.
UpGuard:UpGuard Summit brings together a community of security leaders from leading companies, explores the future of security, and helps businesses stay secure. The UpGuard cybersecurity and risk management blog is updated four times a week and the breach research blog has uncovered and secured some of the largest data breaches. UpGuard’s free weekly Breach Newsletter informs 20,000+ subscribers of the latest global data breaches.
Release rate
Living Security: Does not maintain a public changelog or version-by-version release notes. Product news surfaces instead through its blog and Newsroom, including milestone announcements like the launch of its AI-native platform, and it publishes no fixed release schedule.
Nudge Security: Nudge Security maintains a public changelog with an RSS feed, posting recurring updates such as new AI-agent discovery sources, browser-extension improvements, and business-criticality triage filters. There’s no fixed release schedule, but updates ship on an ongoing, rolling basis.
UpGuard: UpGuard has adopted DevOps principles internally to develop, test, and release software continuously, ensuring fast, consistent, and safe releases. UpGuard has a regular release rate every two weeks, with all features, changes, and improvements listed under UpGuard Release Notes.
Pricing and support
Living Security: Pricing isn’t published. It’s sold as a required base subscription plus one of three Action Packages (Train, Engage, Adapt), with phishing simulations, AI content generation, and professional services priced as separate add-ons. There’s no free plan or trial; evaluation runs through a sales-led demo. See Living Security’s pricing.
Nudge Security: Pricing is based on active workspace user accounts (licensed Google Workspace or Microsoft 365 mailboxes). Organizations under 150 accounts pay a flat $750 per month; teams with 150 to 2,500 accounts pay $5 per active user per month; larger deployments get custom ELA pricing. There’s no free plan, but a 14-day free trial requires no credit card. See Nudge Security’s pricing.
UpGuard: UpGuard has a fully transparent and publicly accessible pricing model which you can view here. If you have any questions, please email sales@upguard.com.
API and extensibility
Living Security: Technical documentation covers APIs for programmatic access to risk data and platform actions, though detailed references are gated behind a customer login. Its Entity Graph unifies identity data pulled from HRIS, SSO, endpoint, and email sources into a single profile per person, and integrations extend to outbound actions like opening ITSM tickets or triggering access-control changes based on a person’s risk score.
Nudge Security: Nudge discovers the SaaS and AI estate through OAuth and email genealogy without requiring individual connectors, and a documented public REST API supports programmatic access. Deep posture management and remediation are concentrated on major platforms it integrates with directly, so integration depth is thinner for niche SaaS apps.
UpGuard: Offers a standard API to pull data from UpGuard’s platform into other enterprise applications.
Third-party integrations
Living Security: Its Technology Alliance Program connects the platform to Microsoft (Azure, Defender, Intune), Okta, SailPoint, CrowdStrike, Proofpoint, Mimecast, KnowBe4, Netskope, Zscaler, Rapid7, and Workday.
Nudge Security: Direct integrations cover business-critical platforms including Okta, Salesforce, Snowflake, and Zoom, alongside a browser extension and communication channels like email, Slack, and Teams for delivering nudges.
