RiskWise
Strategic Risk Intelligence for Regulated Environments
RiskWise is a next-generation risk intelligence platform designed for leaders navigating uncertainty in complex, regulated environments. Developed by Duforest AI, RiskWise combines simulation, generative AI, and statistical modelling to deliver deep, explainable insight into emerging and enterprise risk.
Whether assessing conduct risk, operational disruption, third-party dependencies, or digital resilience, RiskWise empowers organisations to anticipate the unexpected — and respond with clarity.
A Fusion of Human Reasoning and Machine Precision
RiskWise is built on a hybrid architecture that brings together:
Large Language Models (LLMs) for natural language understanding, regulatory reasoning, and narrative reporting
Monte Carlo simulation engines for probabilistic risk assessment and scenario forecasting
Black Swan scenario injection, enabling stress tests against rare but catastrophic events
Agent-based orchestration using LangChain and LangGraph, managing complex, multi-step workflows with stateful memory
This combination offers users a continuously evolving, intelligence-driven view of their risk landscape — grounded in data, informed by regulation, and enhanced by generative AI.
Explainable Simulation and Dynamic Risk Exploration
RiskWise enables users to model thousands of potential futures in seconds, drawing on internal data, regulatory frameworks, and synthetic scenarios. Outputs are translated into explainable, board-ready briefings via natural language agents trained to operate in high-compliance contexts.
Features include:
Real-time Monte Carlo simulation and stress testing
Scenario narrative generation for strategic planning and resilience exercises
Tail risk detection and cascading risk propagation modelling
Risk-driven regulatory alignment (e.g. DORA, SMCR, Basel III)
A Living, Learning Risk Framework
Unlike static risk registers or traditional GRC systems, RiskWise adapts continuously. Through structured ingestion of new documents, incidents, third-party alerts, and policy changes, the system builds a dynamic, auditable understanding of risk exposure over time.
Tools include:
Customisable risk ontology and taxonomies
Retrieval-augmented generation (RAG) for document-grounded decision support
Integration with internal systems, files, and real-time data sources
Full audit traceability, role-based access control, and decision provenance
Built for the Leaders of Uncertainty
From Chief Risk Officers and Heads of Compliance to regulators, strategists, and risk committees, RiskWise supports roles that demand foresight, transparency, and strategic confidence.
Whether used to prepare a Board for resilience stress testing or to simulate risk concentration across vendors, RiskWise acts as a thinking partner for those who must act decisively in unpredictable conditions.
About Duforest AI and RiskWise
Duforest AI is the creator of RiskWise and the RuleWise platform family – intelligent AI agents purpose-built for compliance-intensive domains. With a commitment to explainability, auditability, and sector-specific design, Duforest delivers tools for the most demanding regulatory environments.
To explore how RiskWise could support your risk function, or to enquire about licensing or partnership opportunities, please get in touch.
Empower Your Risk Strategy with RiskWise
Step into the future of strategic risk intelligence with RiskWise, an advanced AI-driven platform designed to help organisations anticipate, simulate, and manage risk in regulated environments. Merging statistical precision with generative AI, RiskWise transforms the way you understand and act on emerging threats. Whether you’re modelling operational exposures, exploring cyber resilience, or stress-testing against Black Swan scenarios, RiskWise is your analytical partner in navigating uncertainty.
Strategic Foresight at Your Command
RiskWise isn’t just an assistant — it’s a hybrid intelligence system combining simulation, data science, and explainable AI. Our system excels in:
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Dynamic Risk Scenario Modelling: Run Monte Carlo simulations and synthetic stress tests to explore thousands of potential outcomes — from everyday variability to extreme tail events.
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Regulatory Alignment: Understand and simulate compliance impacts under frameworks like DORA, Basel III, SMCR, and NIS2, with contextual explanations tailored to your jurisdiction.
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Narrative Risk Intelligence: Convert technical results into board-level briefings, with plain-English summaries, confidence thresholds, and mitigation pathways.
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Interactive Learning & Feedback Loops: Engage with adaptive agents that evolve based on your domain, data, and decision-making history — empowering continuous risk maturity.
Hybrid Technology, Actionable Intelligence
At Duforest AI, we combine deep domain knowledge with cutting-edge AI orchestration to deliver RiskWise — a platform purpose-built for decision-makers in high-stakes sectors.
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Probabilistic Risk Engine: RiskWise integrates traditional ML with Monte Carlo simulation to quantify uncertainty and visualise risk propagation across business units.
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LLM-Driven Analysis & Advisory: Our generative AI interprets simulation outputs and regulatory documents, delivering traceable and auditable risk insights.
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Private, Secure & Explainable: RiskWise is deployed under strict access controls, with full audit logging, agent traceability, and explainability as standard — ensuring trust in every interaction.
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Tailored Deployment & Subscription: Available via private preview and tailored subscription models, RiskWise scales to your operational size and complexity, with secure agent linking and role-specific access.
Embark on a journey to build resilience, foresight, and strategic confidence with RiskWise. Duforest AI is not just redefining AI for compliance — we’re pioneering the future of intelligent risk management.
Deep Risk Intelligence for Critical Decision-Making
RiskWise by Duforest AI is more than a digital advisor — it is a hybrid risk intelligence platform designed to model, interpret, and explain a wide range of complex risk exposures across regulated sectors. With its ability to simulate, stress test, and narrate uncertain futures, RiskWise equips organisations with the insight to act confidently — even amid ambiguity.
Whether you’re evaluating third-party risk, preparing for DORA-mandated resilience testing, or exploring the implications of geopolitical shifts on operational continuity, RiskWise is your decision intelligence partner.
Use Case Scenarios Powered by RiskWise
📊 Strategic Risk Simulation
Explore tail-risk events, operational shock scenarios, and climate or market-driven instability.
Q1. What are the likely outcomes if a key IT vendor fails during a peak operations cycle, and how does that cascade across our subsidiaries?
Q2. We’re preparing for regulatory resilience testing. Can RiskWise simulate our exposure under DORA’s ICT risk propagation model?
Q3. I’ve uploaded our business continuity plans. Can you evaluate their robustness against a prolonged geopolitical disruption in Eastern Europe?
Q4. How would rising interest rates across the Eurozone affect credit risk exposure across our SME lending portfolio?
Q5. Based on our organisation’s current control set, what is the estimated probability of breach in the next 12 months under a simulated cyber threat scenario?
🔐 Conduct & Reputational Risk Modelling
Forecast regulatory fallout and reputation impact from adverse scenarios.
Q1. We’ve received multiple whistleblower complaints. Can RiskWise model the reputational and regulatory exposure if these were escalated publicly?
Q2. I’ve uploaded our internal audit logs. Can you identify latent conduct risk themes and correlate them with regulatory trends in the Crown Dependencies?
Q3. What are the potential long-term risks of non-compliance with SMCR reporting lines in multi-jurisdictional structures?
Q4. Can you simulate media, customer, and shareholder response to a breach of fair treatment principles?
Q5. What conduct-based scenarios might trigger cross-border regulatory cooperation or secondary investigations?
🌐 Third-Party & Concentration Risk
Understand operational interdependencies and critical service vulnerabilities.
Q1. How do we assess our systemic dependency on a single cloud vendor, and what redundancy strategies can mitigate concentration risk?
Q2. I’ve uploaded our supplier register. Can you flag high-risk or non-compliant vendors under DORA’s critical ICT service definition?
Q3. How can we visualise risk propagation from a third-party failure through to front-line customer impact?
Q4. What are the key metrics for benchmarking digital operational resilience across suppliers?
Q5. Provide a framework for scoring and reporting third-party risk concentration to our Board Risk Committee.
🧮 Model Risk & Algorithmic Oversight
Test and monitor internal models, including AI and financial algorithms, for resilience and transparency.
Q1. We’re deploying an internal credit scoring model. Can RiskWise help validate its risk assumptions and highlight overfitting concerns?
Q2. I’ve uploaded our latest model output data. Can you assess bias or instability across key demographic segments?
Q3. What controls are expected under DORA and the EU AI Act for algorithmic transparency and monitoring?
Q4. Can RiskWise simulate how our AI-driven transaction monitoring system might behave under rare edge-case scenarios?
Q5. How can we audit our explainability layer for AI decisions made in fraud detection workflows?
📉 Emerging Risk & Black Swan Analysis
Anticipate low-probability, high-impact events using synthetic simulation and real-world data.
Q1. Generate stress-test scenarios involving a coordinated cyberattack across multiple jurisdictions.
Q2. Simulate liquidity impact if a major stablecoin loses peg and affects our balance sheet exposures.
Q3. What second-order risks might emerge if a critical regulation is unexpectedly repealed or delayed?
Q4. Can RiskWise construct synthetic “future headlines” that model reputational impact of climate litigation?
Q5. How should we recalibrate our risk posture in light of shifting regulatory timelines under the UK AI Regulation and DORA?
Risk Intelligence That Evolves With You
This is just a snapshot of the capabilities embedded within RiskWise. With its scenario generation engine, regulatory alignment tools, Monte Carlo simulation capability, and natural language reasoning, RiskWise is designed to support organisations operating under pressure and uncertainty.
From digital resilience mandates to strategic foresight, RiskWise empowers your team with actionable, data-driven insights — always grounded in context and explainability.
INDUSTRY COVERAGE
SECTORS
Strategic Risk Management
Operational Resilience
Third-Party Risk
Cyber Risk & ICT Services
Regulatory Risk & Compliance Oversight
Enterprise Risk Management (ERM)
Conduct & Reputational Risk
Model Risk & AI Governance
JURISDICTIONS
Global Regulatory Regimes
United Kingdom
European Union
Crown Dependencies
Guernsey
Jersey
Isle of Man
Gibraltar
Bermuda
British Virgin Islands
Cayman Islands
Singapore
Switzerland
Middle East (DIFC, ADGM)
Other Complex, Regulated Markets
CORE CAPABILITIES
DORA (Digital Operational Resilience Act)
SMCR (Senior Managers & Certification Regime)
Basel III (Liquidity, Capital, and Stress Testing)
AI Governance (EU AI Act, UK DPDI Bill)
Cyber Risk Propagation Modelling
Monte Carlo Simulation & Probabilistic Analysis
Black Swan & Tail-Risk Scenario Generation
Third-Party & Concentration Risk Assessment
ICT Incident Escalation Planning
Regulatory Stress Test Preparation
Risk Taxonomy & Control Library Alignment
Dynamic Business Risk Assessment (BRA)
Algorithmic Transparency & Model Oversight
Cross-Jurisdictional Policy Interpretation
Board-Ready Narrative Risk Briefings
INTELLIGENT LEARNING ENVIRONMENT
Scenario Simulations (Red Team, Stress Tests, What-If Models)
Interactive Risk Dashboards
Explainability Trainers (Prompt & Model Debugging)
Narrative Risk Drills (Simulated Media Events, Crisis Briefings)
Role-Specific Risk Challenges (Board, Risk Officer, Analyst)
Visual Risk Propagation Mapping
Regulatory Gap-Finding Workouts
Confidence-Band Learning with Historical Context
Gamified Risk Learning Paths (Points, Levels, Recognition)
Memory-Enhanced Flashcards (Jurisdiction-Specific Risk Themes)
Welcome to the Gamification Zone in RiskWise
Where risk meets interactivity, and learning is transformed into an engaging, strategic experience.
At RiskWise, we believe mastering complex risk concepts shouldn’t be dry or abstract. Our interactive modules bring risk management, resilience planning, and regulatory stress-testing to life — making learning immersive, contextual, and memorable. Whether you’re a Chief Risk Officer or a graduate trainee, our gamified tools are designed to simulate, challenge, and enhance your risk intelligence in a dynamic way.
Engage with scenario-based drills, simulation games, strategic puzzles, and more — all tailored to elevate your decision-making under uncertainty.
🎯 Risk-Based Learning Modes
🧠 Quizzes (Multiple-Choice, True/False)
Test your understanding of regulatory concepts, strategic risk priorities, and operational controls in a fast-paced quiz format — complete with real-time feedback and confidence scoring.
“Start a multiple-choice quiz on DORA’s ICT risk classifications.”
“Initiate a true/false test to assess my knowledge of operational risk under Basel III.”
🔄 Drag and Drop Exercises (Risk Sorting, Cascading Sequences)
Challenge your ability to categorise and sequence real-world risk triggers, from regulatory events to systemic failures. Perfect for sharpening risk taxonomy understanding.
“Launch a sorting activity to group risk types by severity under SMCR.”
“Start a sequencing exercise to simulate an escalation path following a cyber breach.”
🎭 Scenario-Based Learning (Decision Trees, Role-Playing)
Step into the shoes of a Risk Officer, Board Member, or Regulator. Make critical decisions, analyse data, and face the consequences — all through interactive text-based simulations.
“Begin a scenario where I assess third-party failure risk during a supplier outage in Jersey.”
“Initiate a case study exploring conduct risk implications of whistleblower escalation.”
🧪 Simulations (Risk Labs, Monte Carlo Engines)
Experiment in a controlled simulation lab where you model uncertainty, run stress tests, and observe tail-risk outcomes. Designed to build resilience thinking.
“Run a simulation on concentration risk in our ICT supply chain.”
“Launch a Monte Carlo engine to test liquidity shock resilience across our EU entities.”
🏆 Gamification Mechanics (Points, Tiers, Leaderboards)
Earn recognition while sharpening your skills. Our gamified risk learning modules award points, unlock advanced scenarios, and foster team engagement through challenges.
“Enter a leaderboard challenge on mapping risk interdependencies under DORA.”
“Join a points-based module simulating reputational fallout of a data breach in the Isle of Man.”
🧩 Problem-Solving Challenges (Logic & Foresight Puzzles)
Put your strategic brain to the test with logic-based risk scenarios. Identify weak spots, forecast impact paths, and make trade-offs.
“Start a challenge to optimise internal controls against model drift risk.”
“Launch a logic puzzle on cross-border regulatory overlap between the EU AI Act and DORA.”
🗂️ Flashcards (Regulatory Recall, Risk Concepts)
Reinforce your knowledge of evolving frameworks and core concepts with smart flashcards — ideal for just-in-time learning or exam prep.
“Begin a flashcard session to revise key resilience metrics under Basel III.”
“Start an interactive review of third-party risk categories and thresholds under SMCR.”
RiskWise turns learning into an active strategy game — equipping you and your team to think, act, and lead in a world where risk is no longer a side conversation, but a strategic imperative.
RiskWise
Strategic Risk Intelligence for Regulated Organisations
Meet RiskWise — your AI-powered companion for anticipating, simulating, and navigating complex risk in regulated environments. Built by Duforest AI, RiskWise blends advanced modelling, regulatory insight, and generative intelligence to make uncertainty manageable and actionable.
Step beyond checklists. With interactive simulations, dynamic scenario planning, and gamified training tools, RiskWise helps your team understand risk not just as a compliance burden — but as a strategic opportunity.
RiskWise delivers more than insight — it drives foresight. From Monte Carlo simulations to resilience scoring and stress test preparation, it empowers better decisions across operational, reputational, and regulatory domains.
Enter the future of intelligent risk management. Equip your organisation to respond, adapt, and lead — confidently and transparently. Connect with us and start exploring what RiskWise can unlock for you.