AI governance, model risk, audit, and financial regulation research
LorvexAI publishes educational research, reference architectures, and practical notes on AI strategy, model risk, auditability, and financial regulation across PRA, ECB, Federal Reserve, and SEC supervisory themes.
Reference architecture note
Research-led AI governance notes
Model risk and audit evidence patterns
Financial regulation themes from public sources
Finance, risk, compliance, and assurance focus
New research series
A connected article series for regulated financial institutions, written as educational research rather than consulting or advisory material.
A board-friendly way to connect AI ambition, risk appetite, ownership, controls, and evidence.
Read articleAuditHow evidence, controls, logs, and human oversight make AI systems easier to test and challenge.
Read articleModel RiskA practical view of AI inventory, tiering, validation, monitoring, and effective challenge.
Read articleECBGovernance, GenAI, prudential risk, strategy, and control themes for supervised banks.
Read articleSECAI-washing, predictive analytics, conflicts, disclosure risk, and governance evidence.
Read articleBoardHow to report AI adoption, incidents, assurance, validation findings, and remediation.
Read articleReference Blueprints
These concepts are educational reference designs. They are not products for sale, client prototypes, consulting deliverables, production banking systems, compliance engines, regulatory reporting engines, clinical systems, medical devices, model validation systems, or regulated decision systems.
A reference architecture for turning public regulatory text into structured obligation candidates, control-mapping drafts, and evidence-pack templates for internal review.
2,847
Obligation Candidates
2,401
Draft Mappings
127
Review Gaps
94%
Template Coverage
Sources
Review Window
Synthetic timeline
A conceptual healthcare-operations blueprint for referral-flow intelligence, waiting-list analytics, and discharge-pathway visibility.
84
Pending Referrals
127
Reviewed Today
4.2s
Avg Draft Time
94%
Review Queue
Capacity
Draft Signals
23
Illustrative only
A finance-operations reference blueprint for liquidity monitoring, cash-flow anomaly detection, scenario analysis, and ALCO-style draft reporting.
149%
Group LCR
Synthetic
118%
Group NSFR
Synthetic
1,240
Positions
Demo records
3
Alerts Today
Review required
Synthetic Entity A
GBP
Synthetic Entity B
EUR
Synthetic Entity C
HKD
Synthetic Entity D
USD
Weekly Cashflow (synthetic)
Synthetic cash-flow anomaly candidate - review required
Illustrative liquidity variance detected
ALCO-style draft pack prepared for review
ALCO-style Draft
Synthetic Review Pack
Human approval required
Architecture support
LorvexAI publishes educational notes, diagrams, and reference blueprints only. It does not offer consulting, advisory services, client delivery, product implementation, or system development for others.
Designed with reference to public governance frameworks for educational mapping and design purposes.
Systems can support planning, retrieval, workflow orchestration, and human-reviewed recommendations.
Examples use public, fictional, synthetic, or illustrative data rather than confidential information.
Independent validation, approval, and formal governance remain mandatory before any real use.
Illustrative Use-Case Scenarios
Fictionalised scenarios showing how controlled AI patterns may apply in regulated environments. They are not client testimonials, case studies, or claims of delivered outcomes.
Focus areas
Plain-language research on AI operating models, evidence packs, audit readiness, human oversight, and board-level control.
ExploreEducational notes on model inventory, tiering, validation, monitoring, PRA SS1/23, ECB supervision, Fed guidance, and SEC AI themes.
ExploreConceptual blueprints for controlled RAG, regulatory intelligence, treasury monitoring, evidence trails, and supervised AI workflows.
ExploreFeatured Insights
A safety-first architecture for healthcare front door workflow support that improves access while protecting clinical accountability.
Read articleAgentic AI is moving beyond simple automation into autonomous systems that execute multi-step business workflows.
Read articleA reference blueprint for modern banking and finance risk platforms spanning data, AI/LLM pipelines, MLOps, governance, and decision serving.
Read articleA practical look at the SEC's AI themes for financial firms, including misleading AI claims, predictive analytics, conflicts, disclosures, and governance.
Read articleA practical view of how AI model risk can be governed using model inventory, tiering, validation, explainability, monitoring, and effective challenge.
Read articleWhat banks can learn from the ECB's focus on AI governance, generative AI, strategy, risk management, and supervisory control.
Read article