AI for Lawyers: Legal Research You Can Check Against the Law

AI can give a lawyer a solid research outline on almost any legal question in under a minute. The problem is that it can also produce citations to cases that do not exist, describe overruled decisions as good law, and miss significant recent decisions. Every authority an AI produces needs to be confirmed in a primary legal database before it is relied on. This page gives a step-by-step research workflow that treats AI output as a starting point and verification as a required step, not an optional one. Tools like fenbs preserve the source references and track the open research questions so the work carries between sessions reliably.

For applying research to specific practice areas, see AI for lawyers drafting and AI for lawyers brief writing. For an overview of AI in legal practice, see AI agents for lawyers.

Before you start: frame the research question precisely

The single biggest factor in legal research quality is the specificity of the question. A question like "what are the elements of fraud" produces general legal text. A question like "what are the elements of fraudulent misrepresentation under Delaware law for a contract dispute between commercial parties" produces a much more focused answer.

Before starting, write down: the jurisdiction, the governing law (statute, common law, or both), the type of matter, and the specific fact issue you need to resolve. The AI uses this information to narrow its answer. Without it, you will spend more time editing the research than the AI saved you.

Also note what you already know. If you have a case that is directly on point, tell the AI. Ask it to address how subsequent decisions have treated that case, not to start from scratch on the topic.

A step-by-step research workflow

1. Write the research question with jurisdiction, governing law, type of matter, and specific fact issue.
2. Ask the AI to generate the controlling legal standards, the main authorities on each side, and any areas where the law is unsettled or recently changed.
3. Open each cited case or statute in a verified legal database. Confirm it exists, says what the AI described, and is current good law.
4. Note each verified source and the proposition it supports. Mark sources that need further checking separately.
5. Ask the AI to help draft the research memo from the verified sources. At this stage the AI is helping with structure and writing, not adding new authorities.
6. Review the draft against the verified sources. Every claim in the memo should trace back to a confirmed authority.

When authorities need deeper checking

Some areas of law are especially prone to AI error. Recent changes in circuit or state court doctrine, agency guidance that has shifted with administrations, and constitutional questions where the Supreme Court has recently granted certiorari are areas where the AI's training data may be outdated or incomplete.

When the research concerns a rapidly evolving area, always check the most recent terms directly in the primary source. For federal regulatory questions, check the current agency guidance directly from the agency's website. For state-specific questions, check the current statute from the state legislature's site. Do not rely on a summary that may be months out of date.

Record any areas where the research could not be conclusively verified. A note that says "checked EEOC website October 21, 2026 — guidance on this point unchanged since the 2024 update" is more useful than confidence that may not be warranted. An honest record of what the research found and what it did not resolve is more useful than a polished memo that does not flag its limits.

Keeping source references between sessions

Legal research for a significant matter spans multiple sessions. Sources verified in one session need to be findable in the next, not lost in a chat history or a browser tab that was closed. A record of verified sources that travels with the matter rather than with a specific AI session is more reliable.

For each confirmed source, note the citation, the proposition it supports, the database used to confirm it, and the date checked. If the authority is likely to change (agency guidance pending revision, legislation in conference), add a note so the next session knows to recheck it.

How to do this with fenbs

1. Create a free account and add a project for the matter you are researching.
2. For each research task, add a task with the specific research question, the jurisdiction, and the governing law.
3. As you verify sources, add them as Links with the proposition each supports and the date confirmed.
4. Note unresolved research questions as open tasks. Mark tasks that are waiting on a primary-source check separately from those waiting on your analysis.
5. Connect your AI assistant from Integrations. It reads the confirmed sources and open questions at the start of each session.

Fenbs does not access legal databases or verify citations directly. It holds the research record so that verification done in one session is available in the next. For applying the research to a brief or motion, see AI for lawyers brief writing.