Fasteroutcomes

Managing 200+ open PI cases with medical records, deadlines, and lien tracking in spreadsheets — one missed statute of limitations and the firm faces malpractice

Medical records arrive as 500-2,000 page PDFs that a paralegal spends 8-20 hours manually reading and summarising into a chronology — the bottleneck that delays every PI demand

Demand letter drafting takes 3-6 hours per case because the attorney manually weaves medical records, liability facts, and damage calculations into a persuasive narrative — multiplied across 50+ active PI cases

PI intake calls come in at 50-200 per week but 60-80% aren't viable cases — the firm wastes hours screening callers before a single billable minute, and good leads go cold waiting for callback

Discovery responses in plaintiff cases are a time trap — interrogatories, requests for production, and requests for admission each require cross-referencing the entire case file, taking 10-20 hours per round

Plaintiff firm can't scale past 100-200 active cases because every additional case adds linear paralegal/attorney hours for med records, chronologies, and demand work — the economics break without automation

Plaintiff attorney shifts to flat-fee or contingency-plus models but has no way to price cases accurately without knowing how much attorney time each case type actually consumes — AI changes the cost structure but billing hasn't caught up

PI attorney receives 500 pages of medical records for a case and needs to understand the treatment timeline and key injuries — reading through everything takes a full day per case, and the demand letter deadline is tomorrow

Growing PI firm signs 30 new cases per month but can't hire paralegals fast enough to handle pre-litigation admin — intake calls go to voicemail after hours, insurance claims sit unsubmitted for weeks, and the managing partner is turning away cases not because of legal complexity but because the administrative pipeline is maxed out

PI attorney juggling 50 active cases can't quickly answer basic questions about any single case — 'What were the treatment dates?', 'Did we get the MRI report?', 'What's the total in medical specials?' — without physically re-reading hundreds of pages of records each time

PI firm settles 200 cases a year but has no aggregate data on what case types settle for what amounts, which providers write the best medical narratives, or which adjusters are most likely to lowball — every case starts from zero institutional knowledge because the data is locked in individual attorney memories and closed file cabinets

PI attorney has a strong liability case but the demand letter takes a paralegal two days to draft because they're pulling treatment history, billing totals, and loss-of-earnings calculations from five different document sources into a coherent narrative.