The Problem With Traditional Labor Law Research
Legal research platforms like Westlaw and LexisNexis are powerful, but they’re built for broad legal practice. When you’re deep in NLRA questions, LMRDA fiduciary duties, or hunting for CBA language on a specific clause, general-purpose tools slow you down.
You’re sifting through thousands of irrelevant results. You’re manually cross-referencing decisions. You’re spending billable hours on work that should take minutes.
The real gap isn’t access to legal databases — it’s the ability to extract precise, cited answers from those databases fast.
What Bruenig’s AI Research Suite Actually Does
The suite runs through Claude (or other LLMs) and connects your prompts to specialized legal databases. You ask a question. The tool pulls the most relevant materials from its database. You get back a cited, linked legal memo — not a list of documents to read, but an actual synthesized answer.
That’s the core value proposition: research output, not research inputs.
Here’s a breakdown of each tool in the stack.
NLRB Research
This is the flagship tool and the one that started it all.
It searches over 100,000 Board decisions, ALJ decisions, court opinions, advice memos, GC memos, and manuals to answer any question about the National Labor Relations Act. If you’re handling an unfair labor practice charge, a representation election dispute, or a bargaining obligation question, this tool cuts your research time dramatically.
The output is a cited legal memo — not a summary, not a list of links. A memo you can actually use.
Best for: Private-sector labor lawyers, union reps handling NLRA matters, law firm associates doing ULP research.
LMRDA Research
The Labor Management Reporting and Disclosure Act of 1959 is a niche area that most general legal databases handle poorly. Bruenig’s LMRDA tool searches case law, DOL guidance, and court opinions specifically covering:
- Union reporting requirements
- Election disputes
- Trusteeships
- Fiduciary duties of union officers
If you represent unions or union members in internal governance disputes, this tool fills a gap that Westlaw simply doesn’t prioritize.
Best for: Union-side lawyers, labor counsel advising on officer liability, DOL compliance work.
MSPB Research
Federal employment law has its own ecosystem, and the Merit Systems Protection Board sits at the center of it.
This tool searches 27,000+ MSPB precedential and nonprecedential decisions, plus Federal Circuit rulings and Supreme Court opinions. It’s built for anyone handling federal employee appeals — removals, suspensions, whistleblower retaliation, and related claims.
The depth of the database here is significant. Nonprecedential decisions are often where the most useful analogous fact patterns live, and having them searchable through a conversational AI interface is a genuine advantage.
Best for: Federal employment lawyers, agencies defending MSPB appeals, federal employee advocates.
CBA Research
This one is underrated and potentially the most immediately useful for day-to-day labor practice.
The tool searches 2,500+ collective bargaining agreements across public and private sectors. You can ask it to find contract language examples on any specific topic — discipline procedures, management rights clauses, grievance timelines, subcontracting language, you name it.
For lawyers and union reps drafting or negotiating CBAs, this replaces hours of manually hunting through contracts you’ve collected over the years. It’s essentially a searchable library of real-world contract language, surfaced on demand.
Best for: Labor negotiators, union staff drafting proposals, lawyers advising on contract language strategy.
CA PERB Research
California’s Public Employment Relations Board governs labor relations for state and local public employees — a massive and distinct body of law from the NLRA.
This tool answers questions specifically about PERB decisions and California public-sector labor law. If you practice in California and represent public employees, public agencies, or public-sector unions, this is a specialized resource that general platforms rarely cover well.
Best for: California public-sector labor lawyers, school district counsel, public employee unions.
How the Stack Fits Together
Here’s how a private-sector labor lawyer might use this suite in a single week:
Monday: A union client gets hit with a ULP charge. You use NLRB Research to pull relevant Board decisions on the specific conduct at issue and draft a response memo in half the usual time.
Wednesday: You’re negotiating a new CBA and the employer pushes back on your discipline language. You use CBA Research to pull 15 examples of how similar clauses are written across comparable agreements. You walk into the room with data.
Friday: A union officer asks about their reporting obligations under the LMRDA. You use LMRDA Research to produce a clear, cited answer without billing three hours of research time.
That’s the stack working as designed — each tool handling a specific domain, together covering most of what a labor lawyer touches in a given week.
Who Should Try This
This tool suite isn’t for everyone. It’s purpose-built for a specific audience:
- Union-side labor lawyers handling NLRA, LMRDA, and CBA work
- Law firms with labor and employment practices looking to reduce associate research time
- Union staff who need quick, reliable answers on labor law questions without always escalating to outside counsel
- Federal employment lawyers handling MSPB appeals
- California public-sector practitioners navigating PERB
If you’re a general employment lawyer focused on discrimination or wage-and-hour work, this stack is probably not your primary tool. But if labor law is your core practice, the specificity here is exactly what makes it valuable.
Pricing and Access
Bruenig offers a free trial with no credit card required. You fill out a form, get approved, and receive access to all five tools with instructions.
Over 20 unions and law firms have converted to paid subscribers — which is a meaningful signal. Free trials in legal tech often attract curious users who never convert. Paying subscribers mean the tools are delivering real value in real practice.
The fact that Bruenig himself uses these tools daily in his own practice is also worth noting. This isn’t a product built by a tech company guessing at what lawyers need. It’s built by a practitioner who needed it himself.
The Bigger Picture: AI Specialization Is Winning
The lesson here isn’t just about these five tools. It’s about where AI is actually delivering ROI in legal practice.
Generic AI assistants can draft emails and summarize documents. But the real productivity gains in law are coming from domain-specific tools with curated, authoritative databases behind them — tools that know the difference between an ALJ decision and a GC memo, and know why that distinction matters.
Labor law is one of the first areas where this model is proving out at scale. Expect more practice areas to follow.
If you’re a union lawyer or employment attorney still doing research the old way, the gap between you and a competitor using a stack like this is growing every month. The tools exist. The free trial is there.
The only question is whether you’ll observe the shift — or be caught off guard by it.
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