VinciWorks launches AI compliance training for lawyers

VinciWorks has launched four Conversational Learning courses for law firms and in-house legal teams, focused on legal compliance training.

The courses cover data protection, anti-bribery, gifts and hospitality, and tax evasion. They use AI to respond to what learners say in workplace scenarios, rather than taking them through a fixed training sequence.

The system adjusts the conversation to each learner's answers. Users who show confidence move through the material more quickly, while those who are less certain are pushed further into the scenario until they work through the issue.

The approach is intended to replace a standard completion record with a fuller account of how staff reason through compliance decisions. Every learner covers the same core material, but firms receive a record showing how each individual handled a problem.

Legal focus

The launch targets a part of the professional services market where training has often relied on static modules and end-of-course quizzes. In legal practice, compliance questions can arise in the middle of client work, referral discussions or cross-border transactions, leaving little time for reflection.

Three of the four subjects covered by the new courses fall within failure-to-prevent offences identified by VinciWorks: bribery, tax evasion and fraud. In those areas, firms may need to show that staff understood and applied the relevant risks, rather than simply attended training.

The legal sector also faces oversight from regulators including the Solicitors Regulation Authority. When problems emerge, firms may be asked to show how their people approached a decision in practice.

Ruth Mittelmann Cohen, Head of Legal Compliance at VinciWorks, said: "Everyone can recite the definition of a conflict of interest. The hard part is recognising one when the facts are messy, a client's pushing for a fast answer, and there's no obvious right move. That's a judgement problem, and a page of text with a multiple-choice quiz at the end won't train judgement."

Role-based design

The courses are designed to adapt to a learner's role and level of experience. A trainee taking the anti-bribery course may receive more explanation of what a bribe looks like in day-to-day practice, while a partner may move more quickly into difficult judgement calls.

The scenarios are written for legal work rather than broad office settings. Examples include referral fees, client gifts, client data handling and tax risks linked to transactions.

The four products draw on more than 20 years of VinciWorks compliance content. Data protection training centres on decisions about handling, sharing and storing information in a legal setting, while the anti-bribery course addresses what counts as a bribe and how the UK Bribery Act applies in practice.

Another module examines the line between acceptable gifts or hospitality and improper influence, using factors such as timing, value and context. The tax evasion course looks at how risks can arise through client transactions and addresses the corporate offence of failing to prevent the facilitation of tax evasion.

Reporting shift

The conversational format is intended to complement existing eLearning programmes rather than replace them. Traditional modules can still be used to show that staff have been exposed to the rules, while the new format is meant to test whether they can apply those rules when circumstances are unclear.

Mittelmann Cohen said: "eLearning covers the rules and evidences that people know them. Conversational Learning tests whether someone can apply that knowledge when the facts are blurred."

For compliance teams, the model also changes what is reported internally. Instead of relying only on pass marks and completion rates, firms may be able to see where confidence is strong and where specific groups or seniority levels struggle with particular decisions.

That could matter in a market where firms are under pressure to document not just attendance but understanding. For legal employers, especially those dealing with regulated work and client confidentiality, the difference between awareness and judgement can have direct consequences when conduct is reviewed.

VinciWorks said demand since the first four courses went live had led it to prepare additional legal-sector topics. The current set was built specifically to rehearse decisions made under time pressure, when "a client or a partner" is waiting for an answer.