Risk Modeling And Simulation

Scenario is an AI infrastructure platform that lets studios train custom models on their own art libraries and batch‑generate consistent image, video, 3D, and audio assets using a visual node‑based editor, API integration, and enterprise‑grade data privacy.

Simulation-driven platform that evaluates and monitors AI agents across modalities with realistic multi-turn scenarios, CI/CD-integrated automated tests, configurable safety/policy guardrails, and analytics for failures, hallucinations, and performance to ensure production readiness.

Siml.ai is a web-based platform for AI-driven physics simulations, enabling engineers and researchers to create, optimize, and visualize models in real time, significantly reducing computation times while managing cloud HPC infrastructure efficiently.

Runway offers Gen‑4.5 generative video and GWM‑1 world models for real‑time simulation, robotics, and interactive environments. Its Characters API creates autonomous video agents from a single image. Ideal for filmmakers, architects, game developers, and educators.

Rithmm uses AI to generate predictive models for player props and game outcomes in major sports leagues. It offers Smart Signals with line recommendations, a no‑code model builder, odds comparison, team/player insights, and performance tracking for individual or group bettors.

Mursion offers an AI‑driven simulation platform for risk‑free practice in leadership, customer service, sales, and healthcare. It delivers realistic scenarios with live coaching, real‑time feedback, analytics, and secure enterprise integration to improve skill retention.

Scale AI delivers a full‑stack generative‑AI platform that integrates enterprise data, supports fine‑tuning, RLHF, and model safety evaluation, and enables secure AI agent deployment with compliance‑certified cloud infrastructure for regulated and government use.

ModelOp is a centralized AI governance platform designed to manage enterprise AI initiatives, including generative AI and large language models. It offers automated compliance, real-time reporting, and risk mitigation tools, with over 50 integrations and customizable governance templates for streaml

mirofish.homes is a chat workspace for AI-powered scenario simulation and text-first orchestration. It builds interaction graphs, runs simulations, and generates structured reports for teams to model outcomes like brand risks or policy debates.

worldmonitor.app is a real-time global intelligence dashboard that overlays live signals from 500+ feeds and 65+ data providers onto an interactive map. It correlates geopolitical events, infrastructure outages, and sensor alerts with market movements for analysts, traders, and risk managers.

The Frontier Model Forum focuses on AI safety and responsible development by establishing standards and promoting collaboration among governments, industry leaders, and academia to address societal challenges and encourage ethical AI use.

Scios.ai offers predictive analytics and decision intelligence for consumer markets, creating digital consumer twins to run risk‑free what‑if tests on launches, pricing, promotions, and churn. It integrates data sources, delivers actionable insights, and supports human‑AI collaboration for evidence‑

Intelligencia AI provides pharmaceutical and biotech firms real‑time, ontology‑driven risk assessments for clinical trials. Its explainable probability‑of‑success models benchmark pipelines, identify acquisition opportunities, and help design trials that reduce regulatory and technical risk.

RAISE Pathways maps 1,100 controls to 17 standards (ISO, NIST, OWASP, FinOps, TBM) for AI risk assessment, compliance, and lifecycle governance. It delivers metrics on risk, cost, carbon, and integrates with existing workflows.

Ropes.ai adds trust to staffing by validating candidate skills with real‑world simulations, detecting fraud via real‑time geo‑location and IP monitoring, integrating with ATS, and offering placement analytics while ensuring enterprise data security.

TrialPioneer is an AI‑enabled workspace that integrates literature search, data analysis, and scenario modeling for clinical trial design. It automates PubMed, ClinicalTrials.gov, and FDA data collection, harmonizes datasets, and simulates design scenarios to reduce iteration cycles and sample sizes

Macroaxis Wealth Optimization Platform unifies portfolio construction, analysis, and rebalancing for stocks, ETFs, funds, and crypto. Users build or compare portfolios via prompts or AI, inspect overlap, correlation, concentration risks, and run scenario tests to keep thesis integrity.

Mool.ai delivers AI‑powered, structured analysis for over 50,000 listed and private companies, offering forensic financial reviews, KPI‑linked valuations, ESG and risk stress tests, and instant sector views and peer benchmarks across 90+ countries for investment teams.

BotLab lets developers evaluate AI bots without source code by simulating game clients, testing reliability, performance, and safety in seconds. It supports many games, aiding studios, researchers, and moderators to reduce deployment risk.

MAPLE is an AI‑powered financial advisor that continuously optimizes portfolios, assesses risk, analyzes cash flow and debt, and plans retirement. It tracks goals, offers personalized recommendations, and ensures privacy through two‑factor authentication and SOC 2‑compliant encryption.

SimFin delivers a cloud‑based platform featuring a stock screener with 7,000+ financial metrics and 80+ technical indicators across 5,000+ equities. It supports backtesting, API/Python SDK/Excel access, and visual analytics for portfolio construction and risk analysis.

LLM Arena enables users to compare multiple large language models side-by-side, analyzing features like accuracy and capabilities. It supports up to 10 models, facilitating informed decision-making for researchers and developers in selecting the right LLM for their needs.

FolioProjects consolidates real‑estate asset, project, risk, and performance data into real‑time dashboards, ESG and incident metrics, and sentiment analytics. It offers AI‑generated reports, automated notifications, API and IoT integration, and stakeholder dashboards for portfolio and asset manager

PortfolioPilot aggregates all personal assets—brokerage, retirement, crypto, real‑estate, private equity—into a single dashboard, providing real‑time net‑worth tracking, automated tax optimization, scenario modeling, and AI‑driven portfolio recommendations for self‑directed investors and retirees.

GoalSim is an AI life goal simulator that generates branching, choice-driven narratives to simulate the pursuit of long-term goals. It features adaptive stories, character stats, and multiple modes for strategy, writing, or educational decision-making practice.

Mindgard automates reconnaissance, assessment, and defense for AI models, agents, and apps, delivering continuous evaluation, real‑time threat detection, self‑healing remediation, and attack‑surface mapping to reduce manual effort and shorten assessment timelines.

Windward Maritime AI fuses EO, SAR, RF, and GEOINT data into a view, converting signals into predictive, explainable insights for defense, public, and commercial users. Agentic workflows automate missions, delivering real‑time risk visibility, sanctions monitoring, and performance analytics in cloud

Analyzr builds predictive models via a no‑code interface, integrating data from multiple sources. It supports clustering, propensity scoring, regression, and A/B testing, delivering transparent models through a secure API for rapid deployment and actionable insights.

Moontower is an options analytics tool for tracking volatility metrics across multiple asset classes. It features proprietary charts, a position visualizer, a VRP scanner, and educational resources, facilitating informed decision-making for traders.

Surge AI is a benchmarking platform offering suites for writing, enterprise agent tasks, and advanced mathematics. It hosts Hemingway‑bench, EnterpriseBench CoreCraft, and Riemann‑bench, providing leaderboards and downloadable datasets for reproducible comparisons.

Tradesviz is an online trading journal that supports multiple asset classes, offering auto-importing from 200+ brokers, detailed analytics, customizable dashboards, and tools for strategy testing, performance evaluation, and trading goal tracking.

Coval lets teams test, monitor, and manage conversational AI agents by simulating thousands of realistic interactions, tracking metrics such as latency and intent accuracy, sending real‑time alerts, and supporting role‑specific workflows—all under SOC2, HIPAA, and GDPR compliance.

CulturePulse AI creates psychologically accurate digital twin groups for testing and global news analysis. It predicts outcomes, provides risk-free simulations, assesses communication strategies, and improves decisions through real-time analytics using data from platforms like Reddit.

Graphite Note is a user-friendly, no-code predictive analytics tool for cross-industry teams. It delivers accurate predictions (outcomes, lead conversions), analyzes customer behavior, creates personalized marketing strategies, optimizes campaigns, and forecasts demand, simplifying complex data ana

Intern-S1-Pro is a multimodal large model for complex reasoning and technical problem solving, offering long-form mathematical proofs and IMO-level solutions, code generation, debugging and algorithm design, formal logic workflows, Go game analysis, and an API for integration.

Interview Wizard uses AI to generate custom mock interviews from a resume and job posting, simulating HR, behavioral, technical, and situational rounds. It records, scores on 15+ metrics, provides feedback and model answers, allowing unlimited practice and skill tracking.

DeepSeek Free provides browser access to 671-billion‑parameter DeepSeek-R1/V3 models for conversational Q&A, code assistance, math solving, and document/image-aware NLP; supports direct use without login, workflow integration, customization, and encrypted data handling.

llmarena.ai offers side-by-side LLM comparisons across major providers, showing specs like context window, output capacity, modality and routing options. Filters and role-based categories help developers, ML engineers, product managers and researchers select suitable models.

Global System Thinking Frameworks offers tools for enhanced decision-making and problem-solving, including self-assessment templates and strategic models like SBI, 4C, and Business Model Canvas, supporting effective communication and organizational management.

SWMS AI generates safety risk assessments, job hazard analyses, safe work procedures, and safety data sheets from project details. It scores hazards, recommends controls, adapts to industry or company standards, offers multilingual AI support, and provides branded PDF export.

Mockin is an AI toolkit for UX/UI and product designers that offers tailored portfolio feedback, mock interview simulations with real questions, and guidance on the STAR method to improve applications and boost interview confidence.

Radicalbit simplifies the creation of AI-powered decision support systems by integrating event stream processing and machine learning, enabling real-time data analysis and prediction modeling.

Simular.ai is an open-source AI tool for macOS that automates workflows using human-like interactions. It records and scripts actions to streamline business processes across healthcare, finance, and customer service.

Monitaur is an AI governance platform that automates drift, bias, and stress testing for all models. It centralizes policy, risk, and compliance, providing continuous monitoring, vendor controls, and audit‑ready reporting across the entire model lifecycle.

FlowCog automatically syncs accounting data from QuickBooks, Xero, and Puzzle to create dynamic, real‑time financial projections. It replaces spreadsheets with an interactive canvas for revenue, cash runway, and break‑even analysis, enabling rapid what‑if comparisons for startups and small businesse

B2Metric consolidates event, transactional, and behavioral data into a single source, enabling AI‑driven segmentation, churn prediction, and LTV modeling. Real‑time funnel analytics and multichannel campaign tools optimize conversions without manual data prep.

ValidatorAI evaluates startup ideas, scoring market fit, competitor landscape, TAM/SAM/SOM, and simulating customer responses. It outputs a structured value proposition, launch gaps, pivot suggestions, a landing‑page template, and an MVP outline to accelerate prototype development.

Confident AI is an evaluation platform for assessing large language models, enabling benchmarking, unit testing, and A/B testing. It streamlines dataset management and monitoring, ensuring optimal performance and alignment with benchmarks for LLM applications.

PolygrAI is an AI-powered digital polygraph providing real-time deception risk assessment and sentiment analysis by analyzing behavioral cues like facial expressions and vocal attributes to enhance decision-making in meetings and interviews.

OpalAi’s Vision Language Models cut video analysis from hours to minutes for planners and safety teams. Its wildfire intelligence turns geospatial data into actionable risk insights, while ScanToBIM/ScanTo3D convert point clouds into BIM or CAD models instantly.