Expert Iq

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

Litigation team preparing for trial needs to understand how a specific judge rules on summary judgment motions, Daubert challenges, and sentencing — but there's no systematic analytics on judge behavior, so strategy relies on anecdotes from colleagues who've appeared before that judge

Litigation partner needs an expert witness in underwater welding metallurgy for a maritime injury case — the paralegal spends two weeks cold-calling university departments and professional associations, the expert they find has never testified before, and the opposing counsel's Daubert challenge succeeds because nobody checked the expert's litigation history

In-house compliance team or regulatory attorney tracks changes across 50+ government agency websites, court rules committees, and international regulatory bodies — manually checking each one weekly means missing critical changes until a client or auditor asks about them, and by then the firm's advice is based on outdated rules that could expose the client to penalties

Government records officer gets a FOIA request for social media posts from 18 months ago — the agency's Twitter account has 12,000 posts, nobody saved the deleted ones, and the agency has 10 business days to respond before the requester escalates. Manual scrolling through social media history is not a compliance strategy

Company gets a letter saying beneficial ownership reports are due under the Corporate Transparency Act — they have 40 LLCs across 8 states, each with different beneficial owners, and nobody has a centralized record of who owns what percentage or their current addresses, so the compliance officer is scrambling to collect SSNs and passport copies from dozens of individuals before the deadline

Fund formation partner closes a $200M fund with 40 LPs — each investor gets a 50-page subscription agreement that needs to be customized based on their entity type, tax status, and regulatory jurisdiction, and the paralegal spends 3 weeks chasing investors for correct signatures, missing pages, and illegible responses before the fund can actually close

Personal injury attorney evaluating a potential medical malpractice case needs a physician to review 500 pages of medical records to determine if there's merit before investing $50,000 in litigation — but getting a qualified doctor to review records takes 6 weeks, costs $5,000, and the statute of limitations is ticking