Suited

Mid-size law firm has used the same desktop billing software for 15 years and it works, but remote attorneys can't access it from home, new hires expect a browser-based interface, and the managing partner is worried about the vendor sunsetting the product — the switching cost feels enormous because 15 years of billing history and custom templates live in that local database

Patent attorney conducting a prior art search for a client's invention spends 2-3 days manually searching USPTO, EPO, and non-patent literature databases — reading hundreds of abstracts, mapping claims to prior art references, and still worrying they missed something in a Chinese or Japanese patent that wasn't translated. The search costs the client $5,000-15,000 and the attorney still can't guarantee completeness

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

Every new legal tech tool means another vendor login, another security review, another budget line — the in-house team just wants something that works within the Microsoft stack they already have without adding procurement complexity

General counsel needs outside counsel for a niche matter — employment dispute in Singapore, regulatory filing in Brazil, or patent prosecution in Germany — but their existing panel doesn't cover it, and cold-calling firms from a directory is a crapshoot

Executor inherits a loved one's estate and faces 600+ hours of paperwork — locating bank accounts, notifying agencies, filing probate, transferring titles — with zero training and while grieving

Legal recruiter has a mandate to find a patent litigation partner with a $3M+ book in a specific market — scrolling LinkedIn produces hundreds of irrelevant results, calling sources takes days, and the incumbent database's data feels stale. Need a platform where you can filter by practice area, portable business size, and recent lateral moves to build a shortlist in hours, not weeks

Law firm hires 50 summer associates based on law school rank, GPA, and a 20-minute callback interview — 20% of associates leave each year and 80% are gone within five years because the process measured credentials, not whether someone would actually thrive at the firm, and the $250K+ per-associate recruitment and training investment walks out the door

Managing partner knows the firm's diversity numbers aren't improving despite stated DEI commitments — the OCI pipeline draws from the same T14 schools with the same demographic profiles, and there's no structured way to identify high-potential candidates from non-traditional backgrounds without introducing unconscious bias