AI how-to guides Risk, compliance and governance
How to monitor regulatory change with AI
Connect the official sources for your jurisdictions so AI detects each new rule, guideline or consultation, summarises what changed, classifies it and proposes which of your controls, policies and processes it touches. Compliance reviews, adjusts and assigns owners, and every step is kept as evidence. Start with a few sources and one topic, then add jurisdictions.
What AI does
- Watches regulators, supervisors, consultations and official journals and gathers changes into one stream with source, jurisdiction and dates.
- Summarises what changed compared with the previous text and flags effective dates.
- Classifies each item by topic, severity and the entities it applies to.
- Proposes which controls, policies and processes are affected, with an explanation.
- Drafts alerts and proposed actions for owners and records the full trail for audit.
What stays with people
- Interpreting what a rule means for the company and deciding whether it applies.
- Confirming or correcting the impact assessment, with a named reviewer.
- Deciding the actions, deadlines and owners.
- Legal advice and the dialogue with supervisors.
How to put it in place
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Define jurisdictions, topics and sources
List the jurisdictions and topics that apply to you, such as data protection, operational resilience or AI, and the official sources for each: official journals, regulators, supervisors and consultations. Prefer feeds and alerts from the official source over secondary summaries.
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Put your control library in order
Gather the controls, policies and processes you already have and link them to the rules they implement. Mapping new changes only works if this library exists, even if it is incomplete at first.
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Agree the taxonomy and the impact rules
Define how changes are classified by topic and severity and what makes an impact high or low. The AI proposes against these rules; compliance can challenge and lock the final assessment.
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Connect feeds and test against past changes
Connect the sources and run the flow on changes you have already assessed by hand. Compare the AI's classification and mapping with your team's and tune rules and sources until they agree on what matters.
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Go live with review gates and evidence
Send owners alerts with proposed actions and deadlines, keep compliance review on every assessment and record each decision with source, reviewer and date. Add jurisdictions and topics once the first ones run smoothly.
What you need
- Access to the official sources for each jurisdiction, through feeds, alerts or APIs where available.
- A control library, even a partial one, linked to the rules it implements.
- An agreed taxonomy of topics, severity and entities.
- Compliance analysts who review, adjust and sign each assessment.
- A system of record for assessments, actions and evidence.
When it is not worth it
- A single jurisdiction with few relevant changes that one analyst can follow comfortably.
- No control library at all: start by documenting controls, or the mapping has nothing to land on.
- When the main need is legal interpretation, not detecting and tracking change.
Risks and how to control them
- Missed changes because a source is not covered: keep an explicit list of sources per jurisdiction and review it regularly.
- Wrong summaries or mappings: link every item to the original text and keep human review before any assessment is final.
- Overconfidence in the AI's legal reading: treat it as triage and drafting, never as legal advice.
- Alert fatigue: tune severity and routing so owners only get what affects them.
How Thinkia does it
We start by mapping your current regulatory feeds, control library, key jurisdictions and the decisions compliance needs to support. Then we define the classification taxonomy, impact scoring, mapping rules and review gates, so compliance owns every assessment.
It runs on Synapse: jurisdiction-aware feeds become one change stream, each change is mapped to the controls it touches and reviewed by compliance rather than accepted blindly, and every assessment and update traces back to source, reviewer and date, ready for internal audit and supervisors.
The Thinkia solution behind this guide
- Regulatory change monitoringRegulation tracked and mapped to your controls
- AI governance, risk & controlAI your board, legal team and regulators can sign off on.
Thinkia products involved
Frequently asked questions
Can AI tell me which regulations apply to my company?
It can propose it, based on your jurisdictions, activities and entities, and explain why. The final call on applicability belongs to compliance or legal, because it depends on interpretation.
Which sources should it monitor?
The official ones first: official journals such as EUR-Lex, national gazettes, regulators and supervisors, and their consultations. Secondary summaries can help, but the assessment should always link to the original text.
How does the AI map a new rule to our controls?
It compares the new or changed clauses with your control library and proposes the controls, policies and processes they touch, with an explanation. Compliance confirms or corrects the mapping and it is versioned for next time.
Does this help with audits?
Yes. Every change, assessment, decision and control update is recorded with source, reviewer and date, so you can show how a regulatory change was tracked and reflected in your controls.
Is this legal advice?
No. It detects, summarises, classifies and proposes. Interpreting the law and deciding what to do remain with your compliance and legal teams.