AI and Fair Lending: UDAAP Risk in Algorithmic Decisioning
CFPB's UDAAP-as-discrimination gambit was vacated, but adverse action notice requirements still bite. Here's what AI lenders actually owe consumers in 2026.
Apr 13, 2026 • 13 min read
The Risk Practitioner's Journal
Practical insights from the field — for financial services risk and compliance professionals.
BIA Data Collection: Surveys vs. Interviews vs. Workshops
The method you choose for BIA data collection determines whether your RTOs reflect operational reality or wishful thinking. A practitioner's guide to surveys, interviews, and workshops — when each method works, where each fails, and how to combine them.
Apr 13, 2026 • 12 min read
DOJ's New National Fraud Enforcement Division: What Compliance Programs Need to Know Now
The DOJ's NFED consolidates healthcare fraud, tax, and market fraud units under one command. Here's what changes for compliance officers and risk managers.
Apr 13, 2026 • 8 min read
How to Present BIA Findings to the Board: Executive Summary and Business Case
A 47-page BIA full of RTOs and dependency tables won't get board buy-in for BCP investment. Here's how to translate BIA findings into an executive summary that drives decisions and satisfies FFIEC board reporting requirements.
Apr 13, 2026 • 9 min read
Third-Party AI Vendor Risk Assessment: Due Diligence Framework and Questionnaire
When a vendor deploys AI in the service they provide you, your institution's model risk responsibility doesn't disappear. Here's the due diligence framework, questionnaire areas, and contract provisions you need before deploying a vendor's AI.
Apr 13, 2026 • 10 min read
CFPB Under the New Administration: What Changed and What Still Matters
The CFPB fired its director, dropped 40+ enforcement actions, and withdrew nearly 70 guidance documents. Here's what actually changed — and what compliance obligations remain regardless.
Apr 12, 2026 • 9 min read
Common Regulatory Exam Findings on AI: Top Deficiencies and How to Fix Them
These are the AI governance deficiencies regulators are actually finding in exams — incomplete model inventories, missing validation records, unmanaged vendor AI — and what to do about each one.
Apr 12, 2026 • 11 min read
Consumer Complaint Management Program: What the CFPB Exam Manual Requires
CFPB examiners don't just check whether you respond to complaints — they evaluate your entire complaint management infrastructure. Here's exactly what the exam manual requires and where programs typically fall short.
Apr 12, 2026 • 10 min read
Identifying Critical Business Functions: A Practitioner's Scoring Framework
A step-by-step scoring methodology for identifying and tiering critical business functions in your BIA — with impact dimensions, scoring criteria, and real financial services examples.
Apr 12, 2026 • 11 min read
Iran's $7.8B Crypto Economy Just Made Sanctions Compliance Harder for Everyone
Iran demanding crypto tolls at the Strait of Hormuz exposes massive sanctions risk for banks, shipping companies, and crypto exchanges. Here's what compliance teams need to do now.
Apr 12, 2026 • 9 min read
Setting RTO and RPO: How to Quantify and Defend Your Recovery Objectives
How to derive RTO and RPO from real BIA data, set defensible numbers using the MTD hierarchy, and pass FFIEC examiner scrutiny on recovery objective methodology.
Apr 12, 2026 • 15 min read
SR 11-7 for AI Systems: Applying Legacy Model Risk Guidance to LLMs
How to actually implement SR 11-7 for LLMs: model inventory, governance ownership, documentation standards, and validation scope for in-house and vendor AI.
Apr 12, 2026 • 16 min read
AI Governance Program Checklist: What Regulators Actually Test
When examiners evaluate your AI governance program, they're checking specific items. Here's the complete checklist — mapped to SR 11-7, OCC guidance, and the GAO's 2025 findings.
Apr 11, 2026 • 10 min read
UDAAP Risk Assessment: How to Evaluate Products Before the Examiner Does
UDAAP exam findings still happen even when the CFPB is pulling back. Here's how to conduct a real UDAAP product risk assessment across all three prongs.
Apr 11, 2026 • 11 min read
CCPA and CPRA Enforcement in 2025: What the California Privacy Protection Agency Is Actually Going After
The CPPA issued over $2.3 million in fines across multiple enforcement actions in 2025. Here's exactly what they found, what the common violation patterns are, and what compliance teams need to fix before they're next.
Apr 10, 2026 • 12 min read
54 Months for $98M ERC Fraud: The DOJ Sentencing That Should Trigger Your Internal Audit
A Las Vegas business owner just got 54 months in prison for filing 1,227 fraudulent ERC returns. If your company claimed the credit, here's what to do now.
Apr 10, 2026 • 9 min read
FinCEN Just Rewrote the AML Rulebook: What the 2026 BSA Program NPRM Means for Your Compliance Team
FinCEN's 2026 proposed rule fundamentally reforms BSA AML/CFT program requirements—shifting from paperwork to effectiveness. Here's what changes and what to do now.
Apr 10, 2026 • 9 min read
How to Conduct a Business Impact Analysis: Step-by-Step Methodology
A practitioner's guide to running a business impact analysis that satisfies FFIEC examiners and ISO 22301 requirements—from scoping and data collection through RTO/RPO setting, dependency mapping, and board reporting.
Apr 10, 2026 • 11 min read
LLM Model Risk Assessment: What MRM Teams Actually Need to Test
SR 11-7 wasn't written for language models. Here's what model risk management teams actually need to test for LLMs and generative AI—hallucination evaluation, red-teaming, adversarial testing, and continuous drift monitoring.
Apr 10, 2026 • 10 min read
Regulatory Change Management: How to Track New Rules, Update Policies, and Stay Ahead of Compliance Deadlines
92% of compliance professionals say their role has become harder, and 77% still track regulatory changes manually. Here's how to build a program that closes the gap between when rules take effect and when your policies reflect them.
Apr 10, 2026 • 11 min read
AI and Business Continuity: How to Plan for AI System Failures and Model Risk
AI systems fail differently than traditional IT. Here's how to build AI failure scenarios into your BCP, set recovery objectives for models, and satisfy emerging regulatory requirements on AI resilience.
Apr 9, 2026 • 12 min read
Annual BCP Testing Calendar: How to Schedule and Track Your Continuity Exercises
Build an annual BCP testing calendar that satisfies FFIEC, ISO 22301, and NCUA examiners. Covers exercise types, scheduling by function criticality, tracking, and how to handle mid-year changes.
Apr 9, 2026 • 11 min read
How a National Insurance Broker's Street Marketer Program Became a $160M ACA Fraud Machine
DOJ's $160M resolution with AssuredPartners and APSF for ACA enrollment fraud shows exactly what happens when broker compliance programs ignore third-party marketer risk.
Apr 9, 2026 • 8 min read
DORA Third-Party ICT Risk: Contracts, Concentration Risk, and the 19 Critical Providers You Now Answer To
DORA went live January 17, 2025. If your ICT vendor contracts haven't been updated, your Register of Information isn't filed, and you haven't mapped your concentration risk — here's exactly what needs to happen.
Apr 9, 2026 • 9 min read
OCC and FDIC Just Banned Reputation Risk From Bank Supervision — Here's What It Means for Your Compliance Program
The OCC and FDIC finalized a rule prohibiting examiners from using 'reputation risk' in supervision, effective June 9, 2026. What bank compliance teams need to update now.
Apr 9, 2026 • 8 min read
SEC Cybersecurity Disclosure Rule: What's Material, How to File, and Lessons from Early Enforcement
Flagstar said it had 'no evidence of unauthorized access.' The SEC disagreed. A practical breakdown of Form 8-K Item 1.05, how to build a defensible materiality determination process, and what early enforcement actions reveal about where companies are getting it wrong.
Apr 9, 2026 • 10 min read
SEC FY2025 Enforcement Report: The Lowest Case Count in 20 Years—and What It Actually Means for Your Program
SEC filed just 456 enforcement actions in FY2025—fewest in two decades. Here's what compliance officers must know about the SEC's priorities shift.
Apr 9, 2026 • 9 min read
Supply Chain Business Continuity: Lessons from COVID, Suez, and the Chip Shortage
Supply chain disruptions expose BCP gaps faster than almost any other event. COVID, the Suez blockage, and the chip shortage showed exactly where plans failed. Here's how to fix yours.
Apr 9, 2026 • 12 min read
How to Write an After-Action Report for a BCP Exercise: Template and Examples
A practical after-action report template for BCP tabletop exercises. Covers the hot wash, finding format, corrective action tracking, and what FFIEC and ISO 22301 require.
Apr 8, 2026 • 12 min read
Business Continuity Maturity Model: How to Measure and Improve Your Program
A practical guide to the Business Continuity Maturity Model (BCMM). Learn the 5 maturity levels, how to self-assess your program, and how to prioritize improvements.
Apr 8, 2026 • 13 min read
Business Continuity for Remote and Hybrid Workforces: What Changed and What Didn't
COVID forced every BCP program to confront a reality most hadn't planned for: running critical operations with 80% of your team working from kitchen tables. Five years later, hybrid work is the permanent baseline — and most BCPs still haven't caught up.
Apr 8, 2026 • 9 min read
Cyber Resilience and Business Continuity: Building a Unified Response Framework
Most organizations run cyber incident response and BCP as separate programs — and that gap showed up badly in Change Healthcare, MOVEit, and dozens of other major ransomware events. Here's how to build a unified framework that actually works.
Apr 8, 2026 • 9 min read
10 Tabletop Exercise Scenarios for Business Continuity: Cyberattack, Pandemic, Cloud Outage, and More
Most business continuity plans fail not because they're wrong, but because they've never been tested. Here are 10 tabletop exercise scenarios — with facilitator guidance — to stress-test your plan before a real incident does.
Apr 7, 2026 • 13 min read
Business Continuity for Banks and Credit Unions: OCC and NCUA Examination Guide
OCC and NCUA examiners don't just check if you have a BCP — they test whether it actually works. Here's what national banks and credit unions need to meet regulatory expectations and avoid exam findings.
Apr 7, 2026 • 9 min read
Business Continuity Plan for Small Business: A Practical Guide Without the Enterprise Complexity
Small businesses don't need a 200-page BCP. Here's a minimum viable framework covering OSHA, SBA, and HIPAA requirements — built for teams of 1-50.
Apr 7, 2026 • 12 min read
Business Continuity for SaaS Companies: Uptime SLAs, Incident Response, and Cloud DR
SaaS companies have two BC obligations: protecting their own operations and surviving as the vendor when their customers' examiners come calling. Here's how to build a program that covers both.
Apr 7, 2026 • 11 min read
How to Test Your Contingency Funding Plan: Tabletop Exercises & Simulation Drills
SVB hadn't tested its discount window access since 2022. Learn how to design CFP tabletop exercises, stress scenarios, and simulation drills that satisfy OCC, FFIEC, and FINRA examiners.
Apr 7, 2026 • 14 min read
OCC and FDIC Eliminate 'Reputation Risk' from Bank Supervision — What Compliance Teams Must Do Now
OCC and FDIC finalized a joint rule on April 7, 2026 banning reputation risk as a basis for supervisory action. Here's what changes for compliance programs.
Apr 7, 2026 • 8 min read
Lessons from SVB & Signature Bank: What Their Liquidity Failures Mean for Your CFP
SVB's own stress tests predicted its failure eight months early. Management changed the assumptions instead of fixing the balance sheet. Here's what the 2023 bank failures reveal about CFP design, testing, and governance — and what regulators now expect from every institution.
Apr 7, 2026 • 11 min read
Business Continuity Plan for Healthcare: HIPAA, Patient Safety, and Regulatory Requirements
Healthcare BCP isn't just about uptime — it's about patient safety. Here's what HIPAA, CMS, and The Joint Commission actually require, and how to build a continuity plan that survives an OCR audit.
Apr 6, 2026 • 13 min read
CFP Governance: Roles, Responsibilities & Board Reporting
Most contingency funding plans fail in execution, not design. The reason is almost always governance — unclear ownership, no board-level accountability, and triggers that nobody has authority to pull. Here's how to build a CFP governance structure regulators can actually examine.
Apr 6, 2026 • 15 min read
Early Warning Indicators for Liquidity Stress: What to Monitor & How to Set Triggers
Build a practical EWI framework for liquidity stress monitoring. Covers the indicators regulators expect, how to set escalation thresholds, and the governance structure to act on signals before they become crises.
Apr 6, 2026 • 10 min read
FinCEN's Record $80M BSA Fine Against Canaccord Genuity: Every Broker-Dealer's Wake-Up Call
FinCEN hit Canaccord Genuity with the largest-ever BSA penalty against a broker-dealer — $80M, coordinated with SEC and FINRA for $120M total. Here's what failed and what to fix now.
Apr 6, 2026 • 10 min read
Identifying & Prioritizing Contingent Funding Sources: A Practical Ranking Framework
Not all contingent funding sources are created equal. Here's how to rank your backup liquidity options by reliability, cost, and access speed — before you actually need them.
Apr 6, 2026 • 11 min read
ISO 22301 Documentation Requirements: What You Actually Need to Maintain
ISO 22301:2019 mandates specific documented information across Clauses 4-10. Here's the complete list of required policies, procedures, and records — and what auditors actually check.
Apr 6, 2026 • 10 min read
ISO 22301 Gap Analysis Template: Assess Your BCMS Maturity
ISO 22301 gap analysis maps where your BCMS falls short clause by clause. Use this template and scoring guide to assess maturity and prioritize before your certification audit.
Apr 6, 2026 • 14 min read
Common CFP Exam Findings: Top Deficiencies Regulators Flag (And How to Fix Them)
The OCC, FDIC, and Fed repeatedly flag the same CFP deficiencies across examination cycles. Here's exactly what they find, why SVB is the case study, and what remediation actually looks like.
Apr 5, 2026 • 14 min read
How to Build a Contingency Funding Plan: A Step-by-Step Framework for Financial Institutions
Learn how to create a robust contingency funding plan (CFP) for your financial institution with our step-by-step framework, covering regulatory requirements and best practices for liquidity risk management.
Apr 5, 2026 • 12 min read
ISO 22301 Internal Audit Checklist: How to Prepare for Your BCMS Audit
ISO 22301 Clause 9.2 requires documented internal audits at planned intervals. Use this clause-by-clause checklist to find gaps before your external auditor does.
Apr 5, 2026 • 18 min read
Liquidity Stress Testing for Your CFP: Scenarios, Assumptions & Methodology
Build a defensible CFP liquidity stress test: three required scenarios, assumption documentation, survival horizon metrics, and lessons from SVB's $18B 30-day deficit.
Apr 5, 2026 • 16 min read
OCC Kills Recovery Planning Requirements for Large Banks: What Risk Managers Need to Know
The OCC rescinded 12 CFR 30 Appendix E, eliminating mandatory recovery planning for $100B+ banks effective May 1, 2026. Here's what that means for your program.
Apr 5, 2026 • 9 min read
Operational Resilience vs Business Continuity: The Regulatory Shift You Need to Understand
Three major global regulatory frameworks — BCBS 2021, UK PS6/21, and EU DORA — have redefined business continuity into something practitioners barely recognize. Here's what changed and what it means for your program.
Apr 5, 2026 • 14 min read
BIA for IT Systems: How to Map Technology Dependencies to Business Functions
Most BIAs skip IT dependency mapping entirely — or treat it as an afterthought. Here's how to build the technology layer that makes your BIA actually useful for recovery planning.
Apr 4, 2026 • 12 min read
How to Score and Prioritize a Business Impact Analysis: BIA Rating Methodology
A practical BIA scoring methodology for financial services. Score impact across 4 dimensions, assign criticality tiers, and set defensible RTO targets.
Apr 4, 2026 • 11 min read
Contingency Funding Plan Template: Key Components & What Examiners Look For
A contingency funding plan that sits in a drawer fails the moment you need it. Here are the components OCC, Fed, and FDIC examiners actually check — and how to build a CFP that survives both a liquidity event and a regulatory exam.
Apr 4, 2026 • 12 min read
Contingency Funding Plan vs. Business Continuity Plan: What's the Difference?
CFP and BCP sound similar but serve completely different functions. Here's how to tell them apart, who owns each, and when both trigger at the same time.
Apr 4, 2026 • 11 min read
FINRA's Proposed Rule 4610: What Broker-Dealers Need to Know About Liquidity Risk Management
FINRA's proposed Rule 4610 would impose liquidity risk management requirements on about 125 broker-dealers. Here's what the rule covers, the controversial 'rebuttable presumption' conditions, and what firms should be doing now.
Apr 4, 2026 • 10 min read
How Often Should You Update Your BIA? A Maintenance and Review Schedule
Your BIA isn't a one-time project. Learn FFIEC and ISO 22301 requirements for BIA review frequency, which triggers mandate an update, and how to build a defensible maintenance schedule.
Apr 4, 2026 • 9 min read
How to Build a Contingency Funding Plan: Step-by-Step Framework
Learn how to create a robust contingency funding plan (CFP) with our step-by-step framework, covering regulatory guidance from FFIEC, OCC, FDIC, NCUA, and FRB.
Apr 4, 2026 • 13 min read
AI Impact Assessment Guide Template: A Comprehensive Framework for Financial Services
Navigate AI risks and regulatory demands with a robust AI Impact Assessment (AIIA) guide and template. Essential for financial services.
Apr 4, 2026 • 9 min read
ISO 22301 vs ISO 27001: A Critical Comparison for Financial Services
Understand the differences and synergies between ISO 22301 (Business Continuity) and ISO 27001 (Information Security) for robust financial services resilience.
Apr 4, 2026 • 8 min read
Long Island Investment Adviser Pleads Guilty to $160 Million Fraud: What Compliance Teams Should Learn
Vincent Camarda of A.G. Morgan Financial Advisors pleaded guilty to $160M investment fraud. Here's what went wrong and the compliance red flags every firm should watch for.
Apr 3, 2026 • 10 min read
AI in Consequential Decision-Making: Where Regulators Draw the Compliance Line
How state and federal regulators define consequential AI decisions — and what compliance teams must do before June 2026 to avoid enforcement.
Apr 3, 2026 • 10 min read
AI and Consumer Data Rights: Where CCPA, State Privacy Laws, and AI Decisions Collide
How consumer data rights like deletion, opt-out, and access apply when businesses use AI for automated decisions — mapped across CCPA, Colorado, Virginia, and 17 other state laws.
Apr 3, 2026 • 12 min read
AI Model Validation: Testing Techniques That Actually Work for ML and LLM Models
A practitioner's guide to ai model validation techniques that satisfy OCC SR 11-7, FFIEC, and CFPB requirements for ML and LLM models in financial services.
Apr 3, 2026 • 10 min read
BIA vs Risk Assessment: What's the Difference and When to Use Each
Business impact analysis vs risk assessment — learn the key differences, when to use each, and how to integrate both into your BCM program.
Apr 3, 2026 • 15 min read
Who Needs a Contingency Funding Plan? FINRA, OCC & Interagency Requirements Explained
Contingency funding plan requirements vary by regulator, but most banks and larger credit unions need a CFP now. Here’s what OCC, Fed, FDIC, NCUA, and FINRA expect.
Apr 3, 2026 • 15 min read
AI Training Data Governance: Managing Data Quality, Consent, and Provenance
How to build an AI training data governance program that covers data quality, consent, provenance tracking, and regulatory compliance for financial services.
Apr 2, 2026 • 14 min read
DOJ Hits Atlanta Urology Practice With $14 Million False Claims Act Settlement — What Compliance Teams Should Learn
Advanced Urology and Dr. Jitesh Patel will pay $14M to settle DOJ allegations of fraudulent billing and unnecessary procedures. Key compliance takeaways inside.
Apr 2, 2026 • 10 min read
Illinois AI Video Interview Act: What Employers and HR Tech Vendors Must Know
Using HireVue or AI screening in Illinois? HB 3773 just expanded your obligations. A federal court ruled BIPA and AIVICA apply simultaneously — here's what that means for your consent flow, notice requirements, and litigation exposure.
Apr 2, 2026 • 11 min read
NYC Local Law 144 Explained: AI Bias Audit Requirements for Employers and Vendors
NYC Local Law 144 requires annual bias audits for AI hiring tools. Learn AEDT requirements, penalties, audit process, and what the Comptroller's enforcement review means for 2026.
Apr 2, 2026 • 12 min read
PII in AI Systems: How to Handle Personal Data When Using LLMs
Practical guide to detecting, protecting, and managing PII in LLM systems — covering GLBA, CCPA, de-identification, and vendor contract requirements.
Apr 2, 2026 • 12 min read
A.G. Morgan Financial Advisors Fraud: Vincent Camarda Pleads Guilty to $160M Investment Adviser Scheme
Vincent Camarda of A.G. Morgan Financial Advisors pleads guilty to defrauding 400+ clients of $160M. What compliance professionals need to know about this investment adviser fraud case.
Apr 2, 2026 • 11 min read
State AI Laws Tracker 2026: Every US AI Regulation You Need to Know
45 states have introduced 1,561 AI bills in 2026 — already surpassing 2024's full-year total. Colorado, Texas, and California are the three to watch. Every enacted state AI law, organized by what your compliance team actually needs to do.
Apr 2, 2026 • 14 min read
What Is a Contingency Funding Plan? A Plain-Language Guide for Risk & Compliance Teams
A contingency funding plan (CFP) maps how your institution survives a liquidity crisis. Learn what a CFP is, who needs one, key components, and regulatory requirements.
Apr 2, 2026 • 11 min read
AI Kill Switch: When, Why, and How to Shut Down a Model in Production
Your AI model is making bad decisions in production. Do you have a documented shutdown plan? Most banks don't. Here's the kill switch framework examiners expect — decision criteria, authority matrix, fallback ops, and what the EU AI Act requires.
Apr 1, 2026 • 13 min read
AI Model Monitoring and Drift Detection: How to Keep Models From Going Off the Rails
Practical guide to AI model monitoring and drift detection — types of drift, statistical tests, alert thresholds, and regulatory expectations for production ML systems.
Apr 1, 2026 • 12 min read
AI Operational Resilience: Making Sure AI Systems Don't Break the Business
How to build AI operational resilience for financial services — dependency mapping, vendor concentration risk, BCP planning, and tabletop exercises for AI failures.
Apr 1, 2026 • 12 min read
Deepfake Detection and Controls for Financial Services: A Risk Manager's Guide
How financial institutions can detect and defend against deepfake fraud — from voice cloning scams to KYC bypass attacks. Practical controls, FinCEN red flags, and detection tech.
Apr 1, 2026 • 10 min read
SEC Obtains Judgments Against P/E Capital and CEO Eliseo Prisno for $2.4 Million in Unauthorized Client Fees
The SEC settled with Chicago-based P/E Capital and CEO Eliseo Prisno for charging 200+ clients $2.4M in undisclosed fees — including hijacking client login credentials to approve charges.
Apr 1, 2026 • 10 min read
Algorithmic Fairness Audits: A Step-by-Step Compliance Guide for 2026
NYC LL 144 already requires annual bias audits — and a 2025 Comptroller report found most companies aren't complying. Colorado SB 205 hits Feb 2026. Here's the full audit lifecycle: scoping, testing methods, remediation, and documentation.
Mar 31, 2026 • 17 min read
Disparate Impact Testing for AI in Lending: A CFPB-Ready Compliance Guide
A lender just paid $2.5M because their AI model discriminated against minority borrowers. The CFPB is watching yours next. Three testing layers you need running now — statistical analysis, LDA searches, and adverse action compliance.
Mar 31, 2026 • 12 min read
OCC Model Risk Management Meets AI: What Bulletin 2011-12 Means for Your ML Program
OCC Bulletin 2011-12 now applies to AI and ML models. Here's what national bank examiners expect, common MRA findings, and how to build a defensible program.
Mar 31, 2026 • 12 min read
Prompt Injection Attacks: What Compliance Teams Need to Know Right Now
OWASP ranks prompt injection #1 on their LLM Top 10. Gartner predicts 50%+ of successful AI attacks will use it through 2029. If your firm deploys any LLM, here are the four controls you need before the first incident — not after.
Mar 31, 2026 • 14 min read
SEC Charges Jon Fullenkamp and Scott Sand in $2.6 Million Penny Stock Fraud Scheme
The SEC filed fraud charges against Jon Fullenkamp and Scott Sand for misappropriating millions through sham agreements and fraudulent preferred share issuances at two penny stock companies.
Mar 31, 2026 • 9 min read
Agentic Payment Risk: Why Your Fraud Controls Are Already Obsolete
AI agents can now initiate payments autonomously. Your existing fraud controls were built for humans. Here's the threat model and control framework fintechs need now.
Mar 31, 2026 • 14 min read
AI Impact Assessment Guide & Template: A Practical Framework for 2026
Step-by-step ai impact assessment guide template covering NIST AI RMF, EU AI Act, CFPB explainability, and SR 11-7. Risk tiers, timelines, owner assignments.
Mar 30, 2026 • 11 min read
AI Model Risk Tiering: How to Classify AI Models by Risk Level
Build an AI model risk tiering methodology that accounts for autonomy, explainability, and data sensitivity. Includes a decision-tree framework and tier-specific oversight requirements.
Mar 30, 2026 • 18 min read
Business Impact Analysis Questionnaire Template: 50 Questions to Ask
A complete business impact analysis questionnaire template with 50 questions across 10 categories. Based on FFIEC, NIST SP 800-34, and ISO 22301 guidance.
Mar 30, 2026 • 10 min read
ISO 22301 Certification: Cost, Timeline, and Step-by-Step Roadmap for 2026
ISO 22301 certification costs $15K-$60K+ depending on org size. Get realistic timelines, a month-by-month implementation roadmap, and tips to avoid common pitfalls.
Mar 30, 2026 • 17 min read
ISO 22301 vs ISO 27001: Which Standard Do You Actually Need?
ISO 22301 vs ISO 27001 compared side-by-side: scope, controls, certification process, and whether you need one, both, or neither.
Mar 30, 2026 • 8 min read
SEC Obtains Final Judgments Against Titanium Capital and Henry Abdo for $5.3 Million Ponzi Scheme
The SEC secured final judgments against Titanium Capital LLC and founder Henry Abdo for a Ponzi scheme that defrauded 162 investors of $5.3 million. Here's what happened and what compliance teams should learn.
Mar 30, 2026 • 9 min read
AI Explainability: What Financial Regulators Expect and How to Deliver It
How to meet AI explainability requirements from the OCC, Fed, CFPB, and EU AI Act — with practical techniques for every model type.
Mar 29, 2026 • 15 min read
AI Impact Assessments: What They Are, Who Needs Them, and How to Conduct One
AI impact assessments are now required under Colorado SB 205 and the EU AI Act. Learn who needs one, what to include, and how to build the process.
Mar 29, 2026 • 17 min read
AI Model Documentation: What Examiners Actually Want to See in 2026
Map SR 11-7 and OCC 2011-12 documentation requirements to AI and ML models. Section-by-section template for model cards, training data provenance, and examiner-ready documentation.
Mar 29, 2026 • 13 min read
AI Model Validation: Testing Techniques That Actually Work for ML and LLM Models
Traditional model validation breaks down with AI. Learn the testing techniques — from adversarial red-teaming to drift detection — that actually work for ML and LLM models in financial services.
Mar 29, 2026 • 12 min read
SEC Obtains Final Judgment Against Former Wells Fargo Advisor Kenneth Welsh for $3 Million Client Theft Scheme
The SEC secured a final judgment against Kenneth Welsh, a former Wells Fargo advisor who misappropriated $2.86M+ from clients over five years through 137 fraudulent transactions.
Mar 29, 2026 • 11 min read
Agentic AI Risk Management: How to Govern Autonomous AI Systems Before They Govern You
Practical governance framework for agentic AI systems. Covers new risk categories, permission models, audit trails, and the human-on-the-loop debate for financial services.
Mar 28, 2026 • 14 min read
College Student Stole $7M from Investors. The SEC's Case Against Krish Kumar Has Lessons for Every Investment Adviser.
SEC charged Tulsa college student Krish Kumar with misappropriating nearly $7M from two investment funds. Here's what compliance officers at investment advisers need to know.
Mar 28, 2026 • 12 min read
AI Bias Testing for Fair Lending: Methodologies Every Risk Team Needs
Learn the essential AI bias testing methodologies for fair lending compliance—disparate impact analysis, counterfactual fairness, calibration testing, and more—before your next exam.
Mar 27, 2026 • 12 min read
AI Data Leakage Prevention: A Practitioner's Guide to Protecting Sensitive Data in LLM Systems
Learn how to prevent AI data leakage from LLMs in financial services. Covers the 5 leakage vectors, OWASP LLM top risks, NIST controls, and a 90-day implementation roadmap.
Mar 27, 2026 • 12 min read
Generative AI Acceptable Use Policy Template: What to Include and Why It Matters
Your employees are already using ChatGPT — do you have a policy? Build an AI acceptable use policy with data classification rules, prohibited uses, and tool approval workflows.
Mar 27, 2026 • 13 min read
SEC Closes 7-Year Case Against Commonwealth Financial Network with $5M Penalty — Here's What Compliance Teams Should Know
The SEC's final consent judgment against Commonwealth Financial Network for undisclosed revenue-sharing conflicts offers a critical compliance lesson: fiduciary duty means disclosing who pays you, fully.
Mar 27, 2026 • 11 min read
AI Incident Response Plan: Building a Playbook for Model Failures and AI Gone Wrong
How to build an AI incident response plan that covers model failures, hallucinations, bias events, and drift — with severity tiers, escalation paths, and containment controls.
Mar 26, 2026 • 11 min read
AI Model Inventory Management: What Examiners Ask For First (And What Banks Can't Find)
The first question your examiner will ask isn't about bias or governance — it's 'show me your model inventory.' Most banks can't. Here's the SR 11-7 fields examiners expect, how to find shadow AI, and the vendor tracking gap that gets flagged every time.
Mar 26, 2026 • 10 min read
LLM Hallucination Risk in Financial Services: How to Detect, Measure, and Mitigate
How to detect, measure, and mitigate LLM hallucination risk in financial services — with real controls, metrics, and a regulatory-ready framework.
Mar 26, 2026 • 10 min read
SEC Hits $284 Million Municipal Bond Fraud: How Fabricated Revenue Projections Burned Investors
The SEC charged four individuals with fabricating documents to defraud investors in a $284 million municipal bond offering for a Mesa, Arizona sports complex. Here's what went wrong and what compliance teams can learn.
Mar 26, 2026 • 7 min read
Business Continuity for Financial Services: Meeting OCC, FDIC, and Fed Resilience Expectations
How financial institutions should build business continuity programs that satisfy OCC, FDIC, and Fed operational resilience expectations — with real enforcement examples and implementation guidance.
Mar 25, 2026 • 14 min read
Colorado AI Act (SB 205) Compliance Guide: What Every Business Must Do Before June 2026
Colorado SB 205 takes effect June 30, 2026. Learn who's covered, what counts as a high-risk AI system, required impact assessments, consumer notices, and your compliance checklist.
Mar 25, 2026 • 11 min read
ISO 22301 Business Continuity: Requirements, Implementation, and How It Maps to Your BCP
Your auditor wants ISO 22301 alignment? Here's exactly what each clause requires, how it maps to FFIEC, and whether certification is actually worth the cost.
Mar 25, 2026 • 11 min read
NIST AI RMF 1.1: What's Changing and What It Means for Your AI Risk Program
The NIST AI RMF is in active revision as of 2026. Here's what's changing, what's staying stable, and what your AI risk program should do right now.
Mar 25, 2026 • 10 min read
SEC Closes 7-Year Case Against Investment Adviser Who Hid $14 Million in Fees
The SEC obtained a final judgment against Stuart Frost for extracting $14M in undisclosed incubator fees from VC fund investors. Key lessons for investment adviser compliance programs in 2026.
Mar 25, 2026 • 12 min read
Shadow AI: How to Find and Govern Unauthorized AI Use in Your Organization
Shadow AI is spreading through financial services whether you know it or not. Here's how to detect it, assess the risk, and build a governance framework that actually works.
Mar 25, 2026 • 15 min read
SR 11-7 in the Age of AI: What Model Risk Management Teams Must Change Now
SR 11-7 was written for spreadsheet models, not LLMs. Here's how each pillar of the framework must adapt for AI/ML — and where traditional MRM breaks down completely.
Mar 25, 2026 • 14 min read
Crisis Communication Plan Template: What to Say (and When) During a Business Disruption
Build a crisis communication plan that covers customers, regulators, employees, and partners — with pre-drafted templates, escalation timelines, and real-world lessons.
Mar 24, 2026 • 14 min read
SEC Closes $50 Million Ozy Media Fraud Case: What Compliance Teams Must Learn
SEC closes $50M Ozy Media fraud case — revenue inflated 100%, a YouTube exec impersonated on an investor call. What compliance teams must learn from this textbook failure.
Mar 24, 2026 • 10 min read
Tabletop Exercise Template: How to Run a 90-Minute BCP Exercise That Finds Real Gaps
Step-by-step tabletop exercise template with facilitator guide, scenario injects, and 3 ready-to-use scenarios for business continuity testing.
Mar 24, 2026 • 16 min read
Third-Party Business Continuity: How to Assess and Monitor Vendor Resilience
Learn how to assess vendor business continuity plans, monitor third-party resilience, and meet FFIEC requirements for vendor BCP oversight.
Mar 24, 2026 • 13 min read
Business Continuity Plan Template: The Complete Guide to Building a BCP That Actually Works
Free business continuity plan template with the 8 sections every BCP needs. Step-by-step guide for financial services teams building or rebuilding their BCP.
Mar 23, 2026 • 13 min read
Business Continuity Testing: How to Test Your BCP Without Shutting Down Operations
Learn 5 types of business continuity testing, from checklist reviews to full-scale exercises, with practical guidance for financial institutions.
Mar 23, 2026 • 15 min read
Business Continuity vs. Disaster Recovery: What's the Difference and Why You Need Both
Business continuity vs disaster recovery explained — what each covers, where they overlap, and why treating DR as your whole continuity program is a regulatory red flag.
Mar 23, 2026 • 15 min read
How to Conduct a Business Impact Analysis (BIA): Step-by-Step Template and Guide
TSB Bank spent £330M learning what a proper BIA would have caught. Free template included. Step-by-step: identify critical processes, map dependencies, set RTO/RPO targets, and build the documentation your examiner expects.
Mar 23, 2026 • 11 min read
Disaster Recovery Plan Template: How to Build a DRP That Gets You Back Online Fast
Step-by-step disaster recovery plan template with recovery tiers, DR strategies, and testing schedules. Build a DRP aligned to your BIA and RTO/RPO targets.
Mar 23, 2026 • 14 min read
FFIEC Business Continuity Management: What Examiners Actually Look For (and How to Prepare)
A practical breakdown of the FFIEC BCM booklet requirements — governance, BIA, risk assessment, testing, and third-party resilience — with what examiners expect and common MRA triggers.
Mar 23, 2026 • 14 min read
RTO vs. RPO: How to Set Recovery Objectives That Actually Protect Your Business
RTO vs RPO explained with practical guidance on setting recovery objectives, tiering critical functions, and avoiding the mistakes that turn outages into disasters.
Mar 23, 2026 • 14 min read
$284 Million in Forged Documents: The Legacy Cares Municipal Bond Fraud and What It Means for Compliance Teams
The SEC's Legacy Cares case is a textbook municipal bond fraud—fabricated contracts, forged signatures, and a near-total investor wipeout. Here's what compliance practitioners need to know.
Mar 23, 2026 • 10 min read
AI Ethics Framework vs. AI Governance Framework: What's the Difference?
AI ethics and AI governance are not the same thing. Learn how ethics, governance, and model governance layer together — and why you need all three.
Mar 22, 2026 • 10 min read
How to Build an AI Governance Committee: Roles, Charter, and Meeting Cadence
Build an effective AI governance committee with the right roles, a defensible charter, and a meeting cadence that actually works. Practical guide for financial services.
Mar 22, 2026 • 14 min read
AI Oversight: Who Owns AI Risk in Your Organization?
AI risk ownership is broken at most firms. Learn how to apply three lines of defense, assign accountability, and stop the 'everyone owns it' trap.
Mar 22, 2026 • 13 min read
Enterprise AI Governance: Scaling Oversight Across Business Units
Scale AI governance across a large organization without killing innovation. Federated vs. centralized models, shadow AI controls, model inventories, and board reporting.
Mar 22, 2026 • 13 min read
$284 Million in Fake Documents: The Legacy Cares Municipal Bond Fraud and What Compliance Teams Must Learn
The SEC's Legacy Cares case shows how fabricated revenue documents collapsed a $284M municipal bond deal. Here's what compliance and risk teams need to know.
Mar 22, 2026 • 9 min read
AI Compliance Framework: From Policy to Audit-Ready Documentation
Build an AI compliance framework that survives regulatory exams. Model inventories, risk assessments, testing evidence, and documentation that proves you're compliant.
Mar 21, 2026 • 13 min read
AI Governance Policy Template: What to Include and How to Customize It
Build an AI governance policy that actually works. Covers scope, risk classification, approval workflows, monitoring, and exceptions — with section-by-section guidance.
Mar 21, 2026 • 13 min read
AI Regulation Compliance in 2026: What's Required and What's Coming
Navigate the 2026 AI regulatory landscape — EU AI Act deadlines, state laws in Colorado, Illinois, and Texas, SEC enforcement priorities, and what compliance teams should do now.
Mar 21, 2026 • 11 min read
NIST AI RMF vs. EU AI Act: Compliance Mapping for Financial Services
Map the NIST AI Risk Management Framework against EU AI Act requirements. Build one AI governance program that satisfies both — with a practical crosswalk for financial services teams.
Mar 21, 2026 • 14 min read
SEC Nails $284 Million Municipal Bond Fraud: What the Legacy Cares Case Means for Compliance Teams
The SEC's enforcement action against Legacy Cares executives exposes how fabricated documents slipped past underwriters. Here's what compliance teams need to know.
Mar 21, 2026 • 10 min read
AI Governance Best Practices: Lessons From Regulated Industries
Tactical AI governance best practices from financial services, healthcare, and insurance. Model inventories, tiered oversight, cross-functional committees, and documentation that survives exams.
Mar 20, 2026 • 12 min read
AI Risk Management Framework: A Practical Approach for Financial Institutions
Build an AI risk management framework that identifies, assesses, and mitigates real AI risks. Includes risk taxonomy, tiering model, and 90-day roadmap.
Mar 20, 2026 • 14 min read
NIST AI RMF vs. EU AI Act: Compliance Mapping for Financial Services
Map the NIST AI RMF's voluntary framework against the EU AI Act's mandatory requirements. Build one AI risk program that satisfies both.
Mar 20, 2026 • 14 min read
Responsible AI Framework: Moving Beyond Principles to Practice
Build a responsible AI framework that turns fairness, transparency, and accountability principles into operational controls. Includes bias testing, impact assessments, and 120-day roadmap.
Mar 20, 2026 • 15 min read
SEC Closes $26M Ponzi Case Against Bin Hao and Qidian LLC — What It Teaches Compliance Teams About Affinity Fraud
The SEC obtained a final judgment against Bin Hao and Qidian LLC for a Ponzi scheme that targeted Chinese-American investors. Here's what compliance teams need to know about affinity fraud detection and controls.
Mar 20, 2026 • 10 min read
The Complete AI Governance Framework: Building Accountability Into Your AI Program
Build an AI governance framework that actually works. 8 core components, maturity model, and 90-day implementation roadmap for risk practitioners.
Mar 19, 2026 • 14 min read
Business Continuity Plan Template for Financial Services: What Regulators Actually Check
Build a business continuity plan that survives regulatory exams. Step-by-step guide covering FFIEC requirements, BIA, RTO/RPO, testing, and common MRA findings.
Mar 19, 2026 • 14 min read
NIST AI Risk Management Framework: The Complete Implementation Guide
A practical guide to implementing the NIST AI RMF across Govern, Map, Measure, and Manage — with actionable steps for financial services teams.
Mar 19, 2026 • 13 min read
OneMain Financial Lawsuit: 13 State AGs Sue Over Loan Packing and Junk Fees — What Compliance Teams Must Learn Now
13 state AGs sued OneMain Financial for loan packing and junk fees on March 16, 2026. Here's what the case means for add-on product controls, fee disclosure, and state AG enforcement trends.
Mar 19, 2026 • 10 min read
How to Build an Operational Risk Management Framework From Scratch
A practical guide to building an operational risk management framework — RCSA, KRIs, loss event tracking, and the ORM lifecycle for mid-size banks and fintechs.
Mar 19, 2026 • 15 min read
SEC Closes the Book on Ofer Abarbanel's $106 Million Mutual Fund Fraud — What Compliance Teams Should Learn
The SEC obtained a final consent judgment ordering $106.5M in disgorgement against Ofer Abarbanel for orchestrating a mutual fund fraud scheme. Here's what happened and why it matters for fund compliance.
Mar 19, 2026 • 7 min read
Congress Wants to Kill State Privacy Laws for Banks. Here's What the GLBA Overhaul Means for Your Compliance Program.
A new House bill would overhaul GLBA Title V and preempt state privacy laws for financial institutions. What practitioners need to know and do now.
Mar 18, 2026 • 12 min read
Incident Response Plan Template: What Every Fintech Needs
Build a defensible incident response plan template for your fintech. Covers NIST phases, regulatory notification requirements, and what regulators actually check.
Mar 18, 2026 • 11 min read
The Treasury's New AI Risk Framework Has 230 Control Objectives. Here's Where to Start.
The FS AI RMF gives financial institutions 230 AI control objectives. A practical guide to prioritizing what matters and building your implementation roadmap.
Mar 18, 2026 • 15 min read
72% of Banks Don't Know Which Vendors Use AI. Here's How to Fix Your TPRM Program.
New survey data shows most financial institutions can't identify vendor AI use. A practical vendor AI risk assessment guide with due diligence questions and implementation roadmap.
Mar 18, 2026 • 14 min read
How to Build an AI Risk Assessment Framework for Financial Services
A comprehensive guide to identifying, assessing, and mitigating AI risks in regulated financial institutions—from model governance to third-party AI vendor oversight.
Mar 17, 2026 • 7 min read