Contract Intelligence and Workflow Reviewer

I published an AI skill on Lawve AI: Contract Intelligence & Workflow Reviewer This started as a contract review skill and evolved into an experiment: How far can an LLM be pushed toward Contract Lifecycle Management (CLM) capabilities? The skill includes: • Structured intake • Playbook normalization • Clause by clause review • Deviation scoring • Negotiation planning • Approval routing • Workflow states • QA & benchmarking • Actions I wanted to explore where AI models are useful and where they fall short. LLMs are very good at: • Contract intelligence • Issue spotting • Negotiation support • Playbook comparison • Workflow guidance • Drafting • Contract review But they struggle with CLM capabilities, including: • Persistent records • Structured metadata • System of record • Workflow engines • Obligation management • Reporting & analytics • Enterprise integrations • Governance/controls AI helps people do contract work. It can support parts of the contract lifecycle. It is not yet a CLM. Harvey and Legora conti...

Outside Counsel Billing Performance Reviewer

During my career, I’ve developed AI strategies and roadmaps, identified use cases, selected AI tools, and built AI "Skills," structured instructions for LLMs. I’m excited to share a new one: 𝗢𝘂𝘁𝘀𝗶𝗱𝗲 𝗖𝗼𝘂𝗻𝘀𝗲𝗹 𝗕𝗶𝗹𝗹𝗶𝗻𝗴 𝗮𝗻𝗱 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗥𝗲𝘃𝗶𝗲𝘄𝗲𝗿: Available in Lawve AI & Github! This is a demonstration skill designed to help in house legal teams review outside counsel invoices against OCGs, approved rates, discounts, and budgets, benchmarks, and generate draft reports, MBRs/QBRs, scorecards, and recommendations. It’s built to: • Flag issues • Compare time, staffing, and spend • Generate draft reports and scorecards AI is useful for outside counsel billing reviews because it can handle tedious invoice analyses faster than manual review; highlighting guideline violations, duplicate charges, and inefficiencies. It could help legal departments enforce billing rules, reduce outside counsel spend, and free up people for higher value work. This skill works best with e billing expo...

AI Governance Reviewer Skill

I've been developing AI strategies, identifying use cases, and refining AI "Skills", structured instructions for LLMs, and I’m excited to introduce a new one: AI Governance Reviewer. I submitted this skill to Lawve AI and it's now in a sandbox for anyone to use! The AI Governance Reviewer skill is designed to help evaluate internal AI use cases, LLM workflows, and third party AI vendors against defined governance guardrails, risk controls, and quality standards. It also helps inform and validate responsible AI principles, policies, and broader governance frameworks through testing against representative use cases. Sub agents, continuous file system access, and MCP tool integrations are not necessary for this skill. Instead of giving a generic high level response, it is built to: • Ask structured intake questions • Identify required documents and evidence gaps • Map the use case to relevant AI governance frameworks • Generate a draft review with scorecards, findings, and remediation steps As a test case, I ran...