benchmarks.law
An independent legal-AI benchmark: tools tested without vendor consent, results never withdrawn, no LLM judges. Method published; first results pending.
Open →COUNSEL·LEGAL AI SYSTEMS·NY / SP
Legal counsel for teams whose problems now touch product, data, AI, and operations
I am a corporate lawyer and builder. I help companies, legal teams, and firms handle the work that falls between legal advice and execution: contracts, governance, privacy, compliance, AI adoption, internal workflows, and the software layer that makes the work repeatable.
/ HIGHLIGHTS
neurotic_docx_bench
Scores DOCX converters and redline engines against Microsoft Word's own output — 6,427 documents, 3,502 compare pairs, failures count as zero.
Open →PII Detection Models
Open models for finding personal and LGPD-sensitive data in Brazilian Portuguese text, with a live demo and a benchmark of recall against false positives.
Open →Benchmarking Humans & AI in Contract Drafting
Co-authored study scoring 13 AI tools and in-house lawyers on 30 contract-drafting tasks: 450 outputs, 72 survey responses, 12 interviews.
Open →Live Contracts
Material contracts (EX-10 exhibits) from SEC filings as they are filed, in Markdown, searchable on the web and through a public MCP server.
Open →Cicero Intelligent Minds, Inc.
Incorporated and advised legal tech startup. Guided a technical team on legal technology and AI: building production software and fine-tuning NLP models for contract analysis and PII detection, with a published benchmark against a commercial privacy filter. Tracked emerging AI regulation and data-protection law as a practitioner who both advises on and builds AI systems.
Visit →/ CONSULTING
01
Fractional General Counsel
Senior legal coverage for venture-backed, bootstrapped, and founder-led companies that aren't ready for a full legal department but can't keep treating legal as an afterthought.
02
Legal AI Advisory & Evaluation
For legal departments, firms, and legal-tech teams adopting AI under real constraints — confidentiality, verification, workflow fit. Includes the AI workshop for legal teams.
03
Legal Systems Implementation
For teams whose legal advice needs to become a repeatable workflow — contract intake, review playbooks, redaction, document automation, internal tools.
/ ABOUT
I am Teachable's sole counsel and I help teams fix the handoff: where counsel gives advice, operators need a process, engineers need specifications, and nobody owns the system. My practice is built for that seam.
- Legal Experience
- 12+ years · Biglaw & in-house
- Languages
- English · Português · Español
/ CONTACT
Let's get rid of that problem nobody wants to solve.
Reach us out. Best fit for: Technology companies, legal departments, law firms, founders, and legal-tech teams dealing with contracts, privacy, governance, AI adoption, legal operations, or cross-border US/Brazil work.
Or write directly: contact@arthur.law