Find the Relevant Clauses Before Reading the Whole Stack.

A question about whether a requirement applies turns on a specific article, clause, or line. The traditional workflow opens the regulation at page one and reads until someone finds the relevant part.

A human scanning hundreds of pages is slow, error-prone, and hard to scale. Automate retrieval so the expert can judge whether the passage applies.

The EU AI Act has 113 articles and 180 recitals. The GDPR has 99 articles and 173 recitals. An organization may also need to track NIS2, DORA, CSRD, the EU Data Act, national implementations, standards, and contracts.

These texts contain definitions, exceptions, annexes, and cross-references. Re-reading each document from the beginning for every question uses expert time on retrieval.

Reading the relevant paragraph takes a minute. Finding it and checking for a related clause elsewhere can take hours.

The search also repeats. Another person searches the same regulation for the next question without knowing the work was already done. Across a team and a year, experts spend substantial time locating passages instead of reasoning about them.

A useful output includes the answer, cited passages, related clauses, coverage caveats, and unresolved questions.

AI can handle first-pass retrieval and assembly. The expert checks whether the passages support the conclusion, whether relevant exceptions or cross-references are missing, and what to do next.

AI can run first-pass retrieval across the source set, return candidate passages, and attach citations for review.

A person still decides whether the passages apply to the product, arrangement, and facts at issue. For high-stakes questions, that review may require qualified counsel.

Ask the Sorena Research Copilot a regulatory question in plain language. It locates relevant passages across the documents you care about and returns them with citations. You read the relevant paragraph, check the source, and make the call.

For questions grounded in uploaded material, the Sorena AI Assistant retrieves and cites your internal knowledge. In both cases, the system handles retrieval and shows its work while the human makes the judgment.

Finding a passage does not decide the case. The Copilot can surface articles that may govern the question, but applicability, interpretation, and risk trade-offs require a qualified person and may require counsel.

Treat the output as research support. Check the cited text, related definitions, exceptions, amendments, and other provisions before relying on the answer.

Search the full source set, inspect the cited passages, and check the related definitions, exceptions, and cross-references. Use AI to reduce manual retrieval while keeping interpretation and accountability with the reviewer.