Industry

Law firms and legal departments: matter workflows, drafting, review, and approval trails.

Legal work is procedure made visible: intake, conflicts check, engagement, drafting, review, revision, filing, close. Buyers building legal-reasoning and document models pay a premium for records that show how experienced lawyers move a matter forward. The constraint is privilege, and it shapes everything about what can be licensed.

Typical systemsClio, PracticePanther, or MyCaseiManage or NetDocumentsMicrosoft 365DocuSignWestlaw or Lexis research logsQuickBooks or LEAP

No dataset needed to start. Current threshold: 20+ desk staff, 3+ years of records, data in 3+ systems.

What sells

Records buyers ask legal companies for

  • Drafting histories for your own precedent documents: template, first draft, redlines, final
  • Intake and matter-opening workflows: questionnaires, conflict checks, engagement letters
  • Internal review and approval trails on documents the firm authored
  • Playbooks, clause libraries, and negotiation position guides
  • Time entries and matter timelines that show the sequence of work
  • Non-privileged client correspondence about scheduling, status, and billing
Workflows buyers value

The sequences a model learns from

01Turning a client's description of a problem into a scoped matter
02Negotiating a contract: positions, fallbacks, and the clause that resolved it
03Supervising associate work: comments, revisions, sign-off
04Closing a matter: final deliverable, billing, file retention
Sensitivities

The lines specific to legal.

Every industry has records that are excluded as a class, records that need consent, and records that are clearly yours. These are the ones that come up in legal manifests. Your counsel draws the final line.

  • Attorney-client privilege and work product. Privileged communications and work product are excluded as a class, not de-identified. Your own precedent documents, playbooks, and internal process records are the licensable core.
  • Professional conduct rules on confidentiality go further than privilege. Most bars require client consent or complete removal of information relating to a representation. Review by your own counsel is a condition of going to market, not an option.
  • Court filings are public once filed, but the drafts and the communications around them are not.
  • Ethical walls. Matters subject to a wall need a per-matter decision before they appear in any manifest.

Informational only. We do not provide legal, tax, or compliance advice, and we do not decide what your company is permitted to license. Every seller we represent has counsel review the manifest before buyers see it.

Where it tends to land

What moves the number for legal companies.

The honest version

Legal records tend to land toward the upper part of the range because buyers pay a premium for expert reasoning, but the privilege and confidentiality screen narrows what can be included. Firms that keep rich precedent libraries and documented internal process do best.

Years of continuous history, outcomes attached, and linkage across systems move the number more than industry does. A manifest tells you where your company actually sits; the estimator is a rough first pass.

Indicative, not a quote
Market range for single-company licenses$50K to $5M
1.30industry multiplier in our estimator

The multiplier is one of several published factors behind the estimator. It reflects current buyer demand for this sector's workflows and the usual share of records that survive the rights screen.

Indicative range observed across the market for single-company operational data licenses. Not a quote. Actual value depends on buyer demand, data quality, rights, and exclusivity.

Questions owners ask

From legal companies.

Can a law firm license anything at all without breaching privilege?

Yes, because privilege attaches to client communications and work product, not to the firm's own precedents, playbooks, templates, training materials, and process records. Those are usually the most valuable records anyway. The manifest excludes privileged classes outright, and your ethics counsel reviews the scope before anything goes to market.

Does de-identifying a client communication make it licensable?

Not on its own. Professional conduct rules on confidentiality are broader than privilege, and many jurisdictions require consent or complete removal rather than de-identification. Most legal sellers do not license client communications at all and focus on firm-authored material.

Who reviews the scope on the legal side?

Your own counsel or ethics partner. We help build the manifest and run the process, but we do not give legal advice and we do not decide what a firm is permitted to license. Every legal engagement we take on has the firm's counsel sign off on scope before buyers see anything.

We hunt. You get paid.

Find out what a legal company's records are worth.

Seven questions. No dataset. First offer in 24 to 48 hours of a complete manifest.

Measured from a complete data manifest. A first offer is a process target, not a guarantee; buyers decide eligibility, price, and terms.