AI labs are building agents for legal research, financial analysis and consulting work, so expert reasoning in these fields is in high demand. micro1 has published a legal reasoning benchmark, for example. The challenge is that most of this reasoning sits inside client matters.
What may be licensable
- Internal methodologies and frameworks your firm owns
- Training materials and knowledge bases for staff
- Templates and checklists stripped of client details
- Firm operations: staffing, scheduling, business development, internal QA
- Anonymized workflow patterns, only where client agreements and professional rules allow
What is generally off-limits
- Client files and work product
- Privileged attorney-client communications
- Financial data covered by GLBA or client confidentiality
- Anything under engagement-letter confidentiality
Not sure if your data qualifies? The intake takes a few minutes.
Professional conduct rules
Lawyers, CPAs and financial advisers have professional obligations beyond general privacy law. Review your profession’s confidentiality rules with ethics counsel before you consider any licensing.
Why the value can be high
micro1 states domain expertise and uniqueness drive compensation, with tiers up to $1M+ for highly unique proprietary data. Firm-owned expert know-how is exactly that.
Established firms with 30+ staff and mature documentation fit micro1’s stated criteria. Read our micro1 review.
Frequently asked questions
Can a law firm license its data?
Client files and privileged communications are generally off-limits, and professional conduct rules apply. Internal methodology, training and firm-owned know-how may be possible. Get advice from ethics counsel.
Why is professional services data valuable?
Buyers cite domain expertise and uniqueness as top value drivers. Expert reasoning in law, finance and consulting is scarce and hard to generate synthetically.