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Innovation in Compliance

Innovation in Compliance: Paul Welter on AI Legal Reasoning for Embedded Compliance Workflows

Innovation comes in many areas, and compliance professionals need to not only be ready for it but also embrace it. Join Tom Fox, the Voice of Compliance, as he visits with top innovative minds, thinkers, and creators in the award-winning Innovation in Compliance podcast. In this episode, host Tom visits with Paul F. Welter, co-founder at Bayshore AI.

Welter is a German-qualified lawyer whose path into legal innovation began with an early background in software engineering, giving him a rare combination of legal and technical expertise. That experience led him to study how legal reasoning could be automated at Stanford Law School’s Codex, and later to co-found Bayshore AI to build LLM-based tools for in-house legal and compliance teams. He believes AI can help scale legal and compliance support because demand far exceeds human capacity, but he expects adoption to happen gradually through copilots, policy chatbots, and targeted workflow automation rather than a sudden transformation. At the same time, he stresses that regulated companies need systems that are transparent, auditable, and able to show how decisions are made, with human oversight remaining essential for higher-risk matters and regulator-facing accountability.

Key highlights:

  • AI Legal Reasoning for Embedded Compliance Workflows
  • Auditable Legal Decision Logic from Conventional Programs
  • Customer-Specific Policy Logic with Deterministic Compliance
  • Logic translated into code for reviewable decisions
  • Full-time employee days of manual compliance checks
  • AI copilots, compliance workflows, and decision trails

Resources:

Bayshore

Innovation in Compliance was recently honored as the Number 4 podcast in Risk Management by 1,000,000 Podcasts

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FCPA Compliance Report

FCPA Compliance Report: Mara Senn on AI-Native, Human-in-the-Loop Investigations for Compliance

In this episode, Tom Fox welcomes Mara Senn, founder and CEO of Ethakos, about her path from big law and a decade as a partner at Arnold & Porter to anti-corruption work at the Kleptocracy Initiative, investigations at the World Bank, and in-house leadership roles at Fortune 500 medical device and pharma companies.

Senn explains she built the Ethakos compliance investigations platform using “vibe coding” with Claude, reducing reliance on software engineers and enabling rapid product decisions. She describes Ethakos as AI-native and human-in-the-loop, designed around how compliance teams actually work, with cleaner data creation, configurable workflows, and features that automate painful reporting tasks (e.g., investigation updates) and first drafts of chronologies, interview outlines, and reports. Senn emphasizes audibility via logs and citations, advises starting AI projects with clear risk goals, and predicts AI will remove menial work so teams can cover more risks while becoming more data- and tech-forward. Contact options include ethakos.com, email, and LinkedIn.

Key highlights:

  • Why Build Ethakos
  • AI Native Platform Design
  • Solving Reporting Pain
  • Starting AI in Compliance
  • Avoiding Common AI Mistakes
  • Investigation Workflow Automation
  • Auditability and Regulator Proofing
  • Future of Compliance Teams

Resources:

Ethakos

Mara Senn on LinkedIn

Tom Fox

Instagram

Facebook

YouTube

Twitter

LinkedIn

To learn about the intersection of Sherlock Holmes and the modern compliance professional, check out Tom’s latest book, The Game is Afoot-What Sherlock Holmes Teaches About Risk, Ethics and Investigations on ⁠Amazon.com⁠.

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AI Today in 5

AI Today in 5: August 25, 2026, The AI Governance Has Named Accountability Edition

Welcome to AI Today in 5, the newest addition to the Compliance Podcast Network. Each day, Tom Fox will bring you 5 stories about AI to start your day. Sit back, enjoy a cup of morning coffee, and listen in to AI Today in 5. All from the Compliance Podcast Network. Each day, we consider five stories from the business world on compliance, ethics, risk management, leadership, or general interest in AI.

Top AI stories include:

  1. AI governance for health services. (Yahoo! Finance)
  2. AI for email compliance. (NJIT)
  3. AI in quality management. (ARC Advisory Group)
  4. AI governance is becoming a named accountability. (CCI)
  5. Bank-grade AI for compliance. (FinTechGlobal)

For more information on using AI in compliance programs, Tom Fox’s new book, Upping Your Game, is available. You can purchase a copy of the book on ⁠Amazon.com⁠.

To learn about the intersection of Sherlock Holmes and the modern compliance professional, check out Tom’s latest book, The Game is Afoot-What Sherlock Holmes Teaches About Risk, Ethics and Investigations on ⁠Amazon.com⁠.

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AI Today in 5

AI Today in 5: August 20, 2026, The Between Scylla and Charybdis Edition

Welcome to AI Today in 5, the newest addition to the Compliance Podcast Network. Each day, Tom Fox will bring you 5 stories about AI to start your day. Sit back, enjoy a cup of morning coffee, and listen in to AI Today in 5. All from the Compliance Podcast Network. Each day, we consider five stories from the business world on compliance, ethics, risk management, leadership, or general interest in AI.

Top AI stories include:

  1. AI for compliance in the trucking industry. (CCJ Digital)
  2. 6 top AI tools for compliance. (Impakter)
  3. Don’t let AI strategy outpace your network strategy. (Fedscoop)
  4. FTC puts companies between Scylla and Charybdis. (Law.com)
  5. AI governance and data analytics in healthcare. (Healthcare Innovation)

For more information on using AI in compliance programs, Tom Fox’s new book, Upping Your Game, is available. You can purchase a copy of the book on ⁠Amazon.com⁠.

To learn about the intersection of Sherlock Holmes and the modern compliance professional, check out Tom’s latest book, The Game is Afoot-What Sherlock Holmes Teaches About Risk, Ethics and Investigations on ⁠Amazon.com⁠.

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AI Today in 5

AI Today in 5: August 19, 2026, The Failing Safeguards Edition

Welcome to AI Today in 5, the newest addition to the Compliance Podcast Network. Each day, Tom Fox will bring you 5 stories about AI to start your day. Sit back, enjoy a cup of morning coffee, and listen in to AI Today in 5. All from the Compliance Podcast Network. Each day, we consider five stories from the business world on compliance, ethics, risk management, leadership, or general interest in AI.

Top AI stories include:

  1. How AI is changing communications compliance. (UC Today)
  2. How financial institutions can use LLMs. (FinTechMagazine)
  3. The future of enterprise AI sovereignty. (TechTarget)
  4. AI reliability. (ESGDive)
  5. AI breaches show AI falling short on safeguards. (FT)

For more information on using AI in compliance programs, Tom Fox’s new book, Upping Your Game, is available. You can purchase a copy of the book on ⁠Amazon.com⁠.

To learn about the intersection of Sherlock Holmes and the modern compliance professional, check out Tom’s latest book, The Game is Afoot-What Sherlock Holmes Teaches About Risk, Ethics and Investigations on ⁠Amazon.com⁠.

Categories
AI Today in 5

AI Today in 5: August 14, 2026, The Detecting Alzheimers Edition

Welcome to AI Today in 5, the newest addition to the Compliance Podcast Network. Each day, Tom Fox will bring you 5 stories about AI to start your day. Sit back, enjoy a cup of morning coffee, and listen in to AI Today in 5. All from the Compliance Podcast Network. Each day, we consider five stories from the business world, compliance, ethics, risk management, leadership, or general interest about AI.

Top AI stories include:

  1. AI-generated content enters the compliance era. (T2online)
  2. Anthropic bets on a $2tn valuation. (FT)
  3. Killing off unsuccessful AI apps. (TechCrunch)
  4. Using AI to detect Alzheimer’s. (Fox5)
  5. A late-mover advantage for the EU in AI. (Bloomberg)

For more information on the use of AI in compliance programs, Tom Fox’s new book, Upping Your Game, is available. You can purchase a copy of the book on ⁠Amazon.com⁠.

To learn about the intersection of Sherlock Holmes and the modern compliance professional, check out Tom’s latest book, The Game is Afoot-What Sherlock Holmes Teaches About Risk, Ethics and Investigations on ⁠Amazon.com⁠.

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AI Today in 5

AI Today in 5: August 10, 2026, The Don’t Get Your Compliance from ChatGPT Edition

Welcome to AI Today in 5, the newest addition to the Compliance Podcast Network. Each day, Tom Fox will bring you 5 stories about AI to start your day. Sit back, enjoy a cup of morning coffee, and listen in to AI Today in 5. All from the Compliance Podcast Network. Each day, we consider five stories from the business world, compliance, ethics, risk management, leadership, or general interest about AI.

Top AI stories include:

  1. What happens when AI goes rogue? (Reuters)
  2. AI can help train healthcare workers. (World Economic Forum)
  3. AI is putting banks at the mercy of tech firms. (The Guardian)
  4. AI and PR building reputations. (Mexico Business News)
  5. Don’t get your compliance information from ChatGPT. (ACA International)

For more information on the use of AI in compliance programs, Tom Fox’s new book, Upping Your Game, is available. You can purchase a copy of the book on ⁠Amazon.com⁠.

To learn about the intersection of Sherlock Holmes and the modern compliance professional, check out Tom’s latest book, The Game is Afoot-What Sherlock Holmes Teaches About Risk, Ethics and Investigations on ⁠Amazon.com⁠.

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AI Today in 5

AI Today in 5: August 7, 2026, The Perfect Pringle Edition

Welcome to AI Today in 5, the newest addition to the Compliance Podcast Network. Each day, Tom Fox will bring you 5 stories about AI to start your day. Sit back, enjoy a cup of morning coffee, and listen in to AI Today in 5. All from the Compliance Podcast Network. Each day, we consider five stories from the business world, compliance, ethics, risk management, leadership, or general interest about AI.

Top AI stories include:

  1. Talk, don’t type to prompt. (FT)
  2. China AI surging in Africa. (NYT)
  3. The quest to make the perfect Pringle. (WSJ)
  4. Compliance for government contractors using AI. (The National Law Review)
  5. The voice compliance challenge. (FinTech Global)

For more information on the use of AI in compliance programs, Tom Fox’s new book, Upping Your Game, is available. You can purchase a copy of the book on ⁠Amazon.com⁠.

To learn about the intersection of Sherlock Holmes and the modern compliance professional, check out Tom’s latest book, The Game is Afoot-What Sherlock Holmes Teaches About Risk, Ethics and Investigations on ⁠Amazon.com⁠.

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AI Today in 5

AI Today in 5: August 6, 2026, The Who Takes the Fall Edition

Welcome to AI Today in 5, the newest addition to the Compliance Podcast Network. Each day, Tom Fox will bring you 5 stories about AI to start your day. Sit back, enjoy a cup of morning coffee, and listen in to AI Today in 5. All from the Compliance Podcast Network. Each day, we consider five stories from the business world, compliance, ethics, risk management, leadership, or general interest about AI.

Top AI stories include:

  1. EU must do more. (FT)
  2. White House readies AI framework. (NYT)
  3. AI went rogue yet again. (WSJ)
  4. Rethinking AI and KYC. (FinTechGlobal)
  5. AI can do the work but the human takes the fall. (FinTechGlobal)

For more information on the use of AI in compliance programs, Tom Fox’s new book, Upping Your Game, is available. You can purchase a copy of the book on ⁠Amazon.com⁠.

To learn about the intersection of Sherlock Holmes and the modern compliance professional, check out Tom’s latest book, The Game is Afoot-What Sherlock Holmes Teaches About Risk, Ethics and Investigations on ⁠Amazon.com⁠.

Categories
AI Today in 5

AI Today in 5: August 4, 2026, The AI Replacing Nurses Edition

Welcome to AI Today in 5, the newest addition to the Compliance Podcast Network. Each day, Tom Fox will bring you 5 stories about AI to start your day. Sit back, enjoy a cup of morning coffee, and listen in to AI Today in 5. All from the Compliance Podcast Network. Each day, we consider five stories from the business world, compliance, ethics, risk management, leadership, or general interest about AI.

Top AI stories include:

  1. Who in your organization is authorized to shut down AI? (CCI)
  2. Keeping compliance AI at scale. (FinTechGlobal)
  3. The EU AI Act implications for the US. (LinkedIn)
  4. When AI overwhelms the human in the loop. (Banking Dive)
  5. Is AI replacing nurses in NYC? (Prism)

For more information on the use of AI in compliance programs, Tom Fox’s new book, Upping Your Game, is available. You can purchase a copy of the book on ⁠Amazon.com⁠.

To learn about the intersection of Sherlock Holmes and the modern compliance professional, check out Tom’s latest book, The Game is Afoot-What Sherlock Holmes Teaches About Risk, Ethics and Investigations on ⁠Amazon.com⁠.