All articles/Tag
LLM
Matter intake, conflict checks and entity resolution
Automating legal matter intake and conflict checks: LLM extraction, deterministic entity matching, AI help for hard cases, and a person clearing every hit.
#matter-intake#conflict-checks#entity-resolution#practice-management#llm
Entity resolution at scale: deterministic first, LLM for the tail
A practical entity resolution pipeline: rules clear the bulk, an LLM proposes matches for the ambiguous tail, and people sign off risky merges.
#entity-resolution#record-linkage#llm#data-quality#master-data
Cloud cost control as code: automated spend reports, stale resources and off-hours shutdowns
How we automate AWS and Azure cost control with scheduled scripts, and why the LLM in the pipeline only explains spend spikes and never does the maths.
Contract review and clause extraction: what AI can and can't do
How to build an LLM first-pass contract review that extracts clauses into a structured summary a lawyer verifies, plus the accuracy and confidentiality limits.
#contract-review#clause-extraction#legal-tech#llm#document-automation
One small team, 100+ automated checks: anatomy of an AI-assisted monitoring platform
How PicNet's in-house monitoring platform runs 100+ scheduled checks with OK/ALERT/FAULT states, LLM-written summary emails, a watched heartbeat, and what it costs.
Answering from your own documents: a policies and procedures assistant for any business
How to build a retrieval assistant that answers staff questions from your own HR, ops and product documents, with citations, refusals, evaluation and costs.