Small law firms spend 40% of paralegal time extracting dates, names, and amounts from contracts into case management systems

A litigation firm receives a 50-page commercial lease in discovery. A paralegal reads the entire document and manually extracts: parties (tenant, landlord, guarantor), key dates (execution, commencement, expiration, renewal options), financial terms (base rent, escalation schedule, security deposit, CAM charges), and 20+ other fields into the firm's case management system (Clio, MyCase, PracticePanther). This takes 2-4 hours per contract. A complex commercial litigation case might involve 200+ contracts. That is 400-800 hours of paralegal time at $75-150/hour — $30K-120K per case on data extraction alone. So what? Paralegals are trained legal professionals who should be analyzing documents for legal issues, not copying fields from PDFs into databases. The extractable data (dates, dollar amounts, party names) is structured information trapped in unstructured documents. An agent that could read a contract PDF, extract key terms into a structured format, and push them into Clio or MyCase would free paralegals to do actual legal work. Why doesn't this agent exist? Every contract is drafted differently — there is no standard clause ordering, no standard terminology, no standard format. A 'commencement date' might be called 'lease start date,' 'effective date,' or 'term beginning.' Dollar amounts might be written as '$5,000' or 'Five Thousand Dollars' or 'as set forth in Exhibit B.' Legal AI tools (Kira Systems, eBrevia) exist for M&A due diligence at $50K+/year but are priced for BigLaw, not for 5-person litigation firms.