100 Best Apps for Risk Analysts
Risk analysts often combine data modeling, monitoring, reporting, and governance work. These first 25 tools cover widely used foundations for analyzing and managing risk.
Microsoft Excel
Microsoft Excel organizes, calculates, and models risk data using spreadsheets, formulas, charts, and pivot tables. It helps analysts replace scattered manual calculations with reusable models that can be reviewed and updated.
Microsoft Power BI
Microsoft Power BI connects data sources and creates interactive dashboards, reports, and visual risk metrics. It helps teams turn complex datasets into shareable risk views for faster stakeholder discussions.
Tableau
Tableau analyzes data through interactive visualizations, dashboards, calculations, and connections to multiple data sources. It helps analysts uncover patterns and communicate risk exposures without relying on static spreadsheet reports.
Google Sheets
Google Sheets provides collaborative cloud spreadsheets for tracking risk registers, calculations, controls, and reporting data. It helps distributed teams maintain a shared working file instead of emailing conflicting spreadsheet versions.
Python
Python supports data analysis, automation, statistical modeling, and machine learning through its extensive software libraries. It helps analysts automate repetitive analysis and build custom models beyond standard spreadsheet capabilities.
RStudio
RStudio is an integrated development environment for writing R code, statistical analysis, and reproducible reporting. It helps analysts manage sophisticated statistical workflows while keeping code, outputs, and documentation together.
SAS
SAS provides analytics software for data management, statistical modeling, forecasting, and risk-focused analytical workflows. It helps organizations process large, governed datasets for regulated analytical work and repeatable risk models.
MATLAB
MATLAB enables numerical computing, simulation, optimization, and quantitative modeling using code and specialized toolboxes. It helps quantitative analysts test mathematical risk models that are difficult to build in spreadsheets.
Bloomberg Terminal
Bloomberg Terminal provides financial market data, news, analytics, messaging, and tools for investment professionals. It helps market risk teams access current market information and analytical functions from one workspace.
LSEG Workspace
LSEG Workspace combines financial data, news, analytics, research, and workflow tools for financial professionals. It helps analysts reduce time spent switching among sources when researching companies, markets, and exposures.
S&P Capital IQ Pro
S&P Capital IQ Pro provides company, market, transaction, credit, and financial data with research tools. It helps analysts gather standardized issuer and market information for credit and counterparty assessments.
Moody's Analytics
Moody's Analytics offers data, models, software, and services for credit, financial, and economic risk analysis. It helps financial institutions evaluate credit and economic risk using specialized analytical resources.
MSCI RiskMetrics
MSCI RiskMetrics provides tools and data for measuring portfolio risk, factor exposures, and market scenarios. It helps investment teams assess portfolio sensitivities and potential losses across changing market conditions.
BlackRock Aladdin
BlackRock Aladdin is an investment management platform supporting portfolio management, trading, operations, and risk analysis. It helps investment organizations connect portfolio risk analysis with operational and investment decision workflows.
Palantir Foundry
Palantir Foundry integrates organizational data and supports modeling, workflows, applications, and operational decision-making. It helps analysts work across fragmented enterprise data when assessing interconnected operational risks.
ServiceNow Integrated Risk Management
ServiceNow Integrated Risk Management supports risk, compliance, audit, policy, and issue management workflows. It helps organizations connect risk records with business processes, controls, ownership, and remediation activities.
Archer
Archer provides integrated risk management software for enterprise risk, compliance, audit, and third-party risk programs. It helps risk teams centralize assessments and evidence that otherwise remain scattered across business units.
LogicGate Risk Cloud
LogicGate Risk Cloud is a no-code platform for configuring risk, compliance, audit, and governance workflows. It helps teams standardize risk processes without relying entirely on custom software development projects.
OneTrust
OneTrust provides software for privacy, governance, risk, compliance, ethics, and third-party management programs. It helps organizations document obligations, assessments, and controls across evolving privacy and compliance requirements.
IBM OpenPages
IBM OpenPages supports governance, risk, and compliance management with AI-assisted workflows and reporting. It helps enterprises coordinate risk information across compliance, audit, operational, and model risk functions.
MetricStream
MetricStream provides governance, risk, and compliance applications for risk assessments, controls, audits, and issues. It helps risk leaders consolidate assurance activities and monitor remediation across multiple organizational programs.
AuditBoard
AuditBoard provides connected risk, audit, compliance, and ESG management software for business assurance teams. It helps teams link risk assessments to audit evidence, control testing, and remediation ownership.
Diligent HighBond
Diligent HighBond supports risk management, internal audit, compliance, controls, and assurance reporting workflows. It helps assurance teams replace disconnected tracking documents with coordinated risk and control records.
Workiva
Workiva provides collaborative reporting and governance software for financial, ESG, audit, risk, and compliance teams. It helps teams maintain linked data and review workflows when preparing high-stakes regulatory disclosures.
Resolver
Resolver provides risk intelligence software for enterprise risk, incident management, compliance, and business resilience. It helps organizations connect incidents and operational data to broader risk assessments and decisions.
Qlik Sense
Qlik Sense creates interactive dashboards that combine data from multiple sources for exploratory analysis. It helps analysts investigate disconnected datasets without relying solely on static, prebuilt reports.
Looker
Looker provides governed business intelligence dashboards and data models built on underlying database queries. It helps teams maintain consistent risk metrics when multiple users analyze the same data.
Alteryx Designer
Alteryx Designer lets users prepare, blend, and analyze data through visual workflows. It reduces repetitive spreadsheet processing when risk data arrives in inconsistent formats.
KNIME Analytics Platform
KNIME Analytics Platform provides visual workflows for data preparation, analytics, and machine learning. It helps analysts build repeatable analytical processes without writing every transformation from scratch.
Databricks
Databricks provides a collaborative platform for data engineering, analytics, and machine learning workloads. It helps risk teams process large, varied datasets that exceed desktop analysis tools.
Snowflake
Snowflake provides a cloud data platform for storing, querying, and sharing structured business data. It helps analysts access centralized data without managing separate copies across teams.
FICO Platform
FICO Platform supports decision management, analytics, and automated workflows for customer and operational decisions. It helps organizations apply risk policies consistently across high-volume decision processes.
Experian PowerCurve
Experian PowerCurve supports credit decisioning, customer management, and analytics for lenders and financial institutions. It helps credit analysts standardize decisions across applications, portfolios, and customer interactions.
Oracle Financial Services Analytical Applications
Oracle Financial Services Analytical Applications provides financial risk, compliance, and performance management software. It helps financial institutions consolidate specialized risk calculations and regulatory reporting workflows.
SAP GRC
SAP GRC supports governance, risk, compliance, access control, and audit-related business processes. It helps organizations identify control conflicts and manage compliance responsibilities across enterprise systems.
Thomson Reuters Regulatory Intelligence
Thomson Reuters Regulatory Intelligence tracks regulatory developments and provides compliance-focused news and analysis. It helps compliance teams monitor changing requirements without manually reviewing numerous regulatory sources.
Wolters Kluwer OneSumX
Wolters Kluwer OneSumX provides regulatory reporting, risk management, and finance software for financial institutions. It helps banks coordinate complex reporting requirements across risk, finance, and compliance functions.
Adenza ControllerView
Adenza ControllerView supports regulatory reporting, risk data management, and financial control processes. It helps institutions improve traceability when assembling regulatory submissions from multiple internal systems.
Murex
Murex provides trading, treasury, risk management, and operations software for capital markets firms. It helps market-risk teams evaluate exposures across trading activities and financial instruments.
ION Endur
ION Endur supports commodity and energy trading, risk management, and operational workflows. It helps commodity-risk teams track positions and exposures across volatile physical and derivative markets.
Numerix
Numerix provides financial analytics, valuation models, and risk technology for complex financial instruments. It helps analysts value structured products when standard spreadsheet formulas are insufficient.
SimCorp Dimension
SimCorp Dimension provides investment management software for portfolio accounting, operations, and risk-related workflows. It helps asset managers connect portfolio data with operational and investment risk processes.
Adenza Calypso
Adenza Calypso supports trading, collateral, clearing, treasury, and risk management operations. It helps financial institutions manage lifecycle and exposure data for complex capital-markets transactions.
Anaplan
Anaplan provides connected planning software for forecasting, scenario modeling, and business collaboration. It helps teams compare risk scenarios without reconciling separate departmental planning spreadsheets.
@RISK
@RISK adds Monte Carlo simulation and risk analysis capabilities to Microsoft Excel models. It helps analysts quantify uncertainty instead of relying on single-point assumptions in spreadsheets.
Oracle Crystal Ball
Oracle Crystal Ball performs predictive modeling, forecasting, and Monte Carlo simulation within spreadsheets. It helps decision-makers assess possible outcome ranges when forecasts contain uncertain inputs.
RapidMiner
RapidMiner provides data preparation, machine learning, and predictive analytics tools for business users. It helps analysts develop predictive risk models with less manual coding work.
Dataminr
Dataminr analyzes publicly available information to identify emerging events and real-time risk signals. It helps security and operational risk teams detect developing incidents earlier than manual monitoring.
SAS Viya
SAS Viya provides cloud-based analytics, machine learning, and model development capabilities. It helps analytics teams operationalize models while supporting governed, collaborative development workflows.
Riskified
Riskified uses machine learning to help merchants assess ecommerce transactions for fraud risk. It helps online businesses reduce manual order reviews while identifying potentially fraudulent purchases.
IBM SPSS Statistics
IBM SPSS Statistics provides statistical modeling, hypothesis testing, and data preparation through graphical and syntax-based workflows. It helps analysts evaluate risk drivers when they need repeatable statistical tests without extensive programming.
Stata
Stata combines data management, statistical analysis, visualization, and reproducible scripting for research and risk modeling. It helps analysts document complex econometric analyses when manual spreadsheet calculations become difficult to audit.
JMP
JMP offers interactive statistical analysis, design of experiments, predictive modeling, and exploratory visualizations. It helps teams uncover relationships among risk variables before committing to a formal model specification.
Minitab Statistical Software
Minitab provides statistical tools for process analysis, quality improvement, forecasting, and capability studies. It helps operational risk analysts identify unstable processes and quantify variation affecting controls or outcomes.
Spotfire
Spotfire enables interactive data visualization, analytics, dashboards, and location-based analysis from connected data sources. It helps analysts investigate emerging exposures by quickly filtering large datasets and visualizing relevant patterns.
Domo
Domo connects business data sources to cloud dashboards, reports, alerts, and collaborative analytics workflows. It helps leaders monitor scattered risk indicators without manually assembling updates from multiple business systems.
Sisense
Sisense provides embedded analytics, dashboards, and data modeling for applications and business intelligence use cases. It helps product and risk teams place relevant metrics inside workflows rather than switching reporting tools.
ThoughtSpot
ThoughtSpot lets users search connected data using natural language and explore results through interactive analytics. It helps nontechnical stakeholders investigate risk questions without waiting for custom queries from data specialists.
Apache Superset
Apache Superset is an open-source platform for exploring data and building interactive dashboards and charts. It helps technical teams share governed visual analysis when they need a customizable self-service reporting layer.
Grafana
Grafana visualizes time-series and operational data through dashboards, queries, annotations, and configurable alerts. It helps technology risk teams spot threshold breaches by consolidating service and infrastructure signals over time.
Elastic Stack
Elastic Stack ingests, searches, analyzes, and visualizes logs, metrics, traces, and other operational data. It helps analysts investigate incidents by making high-volume machine data searchable across distributed systems.
Splunk Enterprise
Splunk Enterprise collects, indexes, searches, and analyzes machine-generated data for operational and security insights. It helps risk teams reconstruct events when evidence is scattered across logs, systems, and timestamps.
Sumo Logic
Sumo Logic provides cloud log analytics, monitoring, and security analytics for applications and infrastructure. It helps cloud risk teams detect unusual operational activity without manually reviewing extensive log streams.
Dataiku
Dataiku provides a collaborative platform for data preparation, analytics, machine learning, and model deployment. It helps cross-functional teams standardize risk models when analysts, engineers, and reviewers use different tools.
H2O AI Cloud
H2O AI Cloud provides tools for building, operating, and governing machine learning and generative AI workflows. It helps analysts accelerate predictive risk modeling while maintaining shared workflows for model development and review.
Amazon SageMaker AI
Amazon SageMaker AI provides managed services for preparing data, building models, training, and deploying machine learning. It helps teams operationalize risk models without maintaining all underlying machine learning infrastructure themselves.
Google Vertex AI
Google Vertex AI provides managed tools for developing, training, evaluating, and deploying machine learning models. It helps analysts move models from experiments to production while using centralized cloud machine learning services.
Azure Machine Learning
Azure Machine Learning supports data preparation, model training, deployment, monitoring, and machine learning operations. It helps organizations manage model lifecycles when risk analytics require repeatable deployments and oversight.
TensorFlow
TensorFlow is an open-source framework for building, training, and deploying machine learning and neural network models. It helps quantitative analysts develop custom predictive models when packaged analytics tools lack needed flexibility.
scikit-learn
scikit-learn is a Python library offering classification, regression, clustering, preprocessing, and model evaluation tools. It helps analysts compare conventional predictive models quickly using a consistent, widely used programming interface.
JupyterLab
JupyterLab provides an interactive workspace for notebooks, code, data files, terminals, and visual outputs. It helps analysts combine assumptions, calculations, and evidence in reviewable research notebooks for risk decisions.
GitHub
GitHub hosts code repositories and supports version control, pull requests, issue tracking, and automation. It helps risk analytics teams track model changes and peer reviews instead of exchanging uncontrolled file copies.
GitLab
GitLab provides source code management, collaboration, continuous integration, and delivery workflows in one platform. It helps teams govern analytics releases when code validation and deployment need documented, repeatable processes.
Collibra Data Intelligence Cloud
Collibra Data Intelligence Cloud supports data governance, cataloging, stewardship, lineage, and policy management. It helps risk analysts identify trusted data definitions and ownership before using inputs in important assessments.
Informatica Data Quality
Informatica Data Quality profiles, standardizes, validates, and monitors data quality across enterprise data sources. It helps analysts reduce unreliable risk outputs by identifying missing, inconsistent, or invalid source data early.
NAVEX One
NAVEX One centralizes ethics, compliance, incident management, and risk workflows for organizational oversight. It helps analysts replace scattered compliance records with structured reporting and case-management processes.
Riskonnect
Riskonnect provides configurable tools for enterprise risk, claims, incident, and compliance management. It helps teams connect operational risk information that otherwise remains isolated across departments.
LogicManager
LogicManager supports enterprise risk management through risk registers, assessments, controls, and reporting. It helps analysts document risk ownership and control relationships without maintaining disconnected spreadsheets.
SAI360
SAI360 offers integrated software for governance, risk, compliance, ethics, and learning programs. It helps organizations coordinate compliance obligations when policies, controls, and training lack central visibility.
Mitratech Alyne
Mitratech Alyne helps organizations manage third-party risk, ESG assessments, controls, and regulatory requirements. It helps analysts standardize supplier assessments when questionnaires and evidence collection consume excessive time.
BitSight
BitSight measures organizations' external cybersecurity posture using observable security signals and ratings. It helps third-party risk teams evaluate cyber exposure without relying solely on vendor self-attestations.
SecurityScorecard
SecurityScorecard monitors external cybersecurity signals to provide security ratings and vendor risk insights. It helps analysts prioritize vendors needing review when third-party cyber risks are difficult to compare.
UpGuard
UpGuard monitors external attack surfaces and supports vendor security questionnaires and risk assessments. It helps security analysts identify exposed assets and track vendor remediation more systematically.
Recorded Future
Recorded Future delivers threat intelligence by analyzing technical, open-web, and dark-web sources. It helps analysts investigate emerging threats faster when relevant intelligence is dispersed across sources.
Chainalysis
Chainalysis provides blockchain analytics for investigating cryptocurrency transactions, entities, and illicit activity. It helps financial crime teams trace blockchain exposure when wallet addresses lack clear ownership context.
TRM Labs
TRM Labs provides blockchain intelligence tools for crypto compliance, investigations, and risk monitoring. It helps compliance analysts screen crypto transactions when illicit-finance indicators are hard to detect.
ComplyAdvantage
ComplyAdvantage provides anti-money-laundering data for screening, monitoring, and financial crime risk detection. It helps compliance teams identify sanctions and adverse-media risks amid rapidly changing data.
Dow Jones Risk & Compliance
Dow Jones Risk & Compliance provides sanctions, watchlist, politically exposed person, and adverse-media data. It helps analysts conduct customer due diligence when screening information spans numerous jurisdictions.
LSEG World-Check One
LSEG World-Check One supports risk screening against sanctions, PEP, and adverse-media information. It helps onboarding teams assess customer risk when manual watchlist checks delay decisions.
LexisNexis Bridger Insight XG
LexisNexis Bridger Insight XG screens customers and entities for financial crime compliance risks. It helps investigators resolve identity and watchlist matches when names produce frequent false positives.
NICE Actimize
NICE Actimize offers financial crime, fraud, surveillance, and compliance monitoring software for institutions. It helps risk teams investigate suspicious activity when transaction alerts require coordinated case handling.
Feedzai
Feedzai uses machine learning to help detect and prevent payment and financial fraud. It helps fraud analysts prioritize suspicious transactions when high alert volumes overwhelm review teams.
Fraud.net
Fraud.net provides fraud detection and investigation tools using data orchestration and network intelligence. It helps investigators connect fraud signals when relevant customer, device, and transaction data differ.
Sift
Sift provides digital trust and safety tools for detecting fraud, abuse, and account takeover. It helps marketplace risk teams distinguish malicious behavior from legitimate customer activity more efficiently.
Alloy
Alloy orchestrates identity, fraud, and compliance checks for financial services customer onboarding. It helps analysts reduce fragmented onboarding reviews by combining multiple verification data sources.
ComplyCube
ComplyCube provides identity verification, anti-money-laundering screening, and customer due-diligence tools. It helps compliance teams verify customers when document checks and watchlist screening are manual.
Vanta
Vanta helps organizations automate evidence collection and monitor controls for security compliance programs. It helps risk teams prepare for audits when compliance evidence is scattered across systems.
Drata
Drata automates compliance monitoring, evidence gathering, and control management for security frameworks. It helps analysts track control status when manual evidence requests create audit bottlenecks.
Hyperproof
Hyperproof manages compliance operations through controls, evidence, risk registers, and audit workflows. It helps teams coordinate overlapping framework requirements when compliance tasks lack accountable owners.
BigID
BigID discovers, classifies, and manages sensitive data for privacy, security, and governance programs. It helps risk analysts locate sensitive information when data inventories are incomplete or outdated.
The strongest toolset depends on the risks being assessed, the data available, and the organization’s governance requirements.