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LLM
Matter intake, conflict checks and entity resolution
New enquiries reach a law firm as emails, web forms and phone notes typed up by reception. Before anyone opens a matter, someone has to work out who every party is and whether the firm has acted for or against any of…
#matter-intake#conflict-checks#entity-resolution#practice-management#llm
Entity resolution at scale: deterministic first, LLM for the tail
Most organisations we work with hold the same customer three or four times. The CRM has one copy under a trading name. The finance system has another under the registered company name, and a third came in from a web…
#entity-resolution#record-linkage#llm#data-quality#master-data
Cloud cost control as code: automated spend reports, stale resources and off-hours shutdowns
Most cloud bills grow slowly. A test VM runs through a long weekend, or a disk outlives the server it was attached to, and nobody notices until the invoice arrives. The fast blowouts are rarer and much worse. In…
Contract review and clause extraction: what AI can and can't do
The first AI idea most firms have is to paste a contract into a chat window and ask what's wrong with it. The output reads well. It names a few issues, sounds confident, and gives a partner no way to tell whether the…
#contract-review#clause-extraction#legal-tech#llm#document-automation
One small team, 100+ automated checks: anatomy of an AI-assisted monitoring platform
A backup job that has not run for eleven days will not send you an email. Neither will a TLS certificate with nineteen days left on it. The failures that cost our clients money are almost never the loud ones; they are…
Answering from your own documents: a policies and procedures assistant for any business
Most of the questions that clog an HR inbox or an operations channel have already been answered in writing. The leave policy says what happens when a public holiday falls during annual leave. The installation manual…