Blog / AI Intelligence Hub
AI Intelligence Hub
Page 1 of 4
From Filing to Docket: Automating the Intake a Clerk Does by Hand
Between a filing arriving and appearing on the docket sits a person doing four things. Reading the document to work out what it is. Deciding which ...
August 18, 2026
AI Tools for Judges: What Belongs on the Bench and What Does Not
Judges are already using AI. A Northwestern University study of 502 sampled federal judges found more than 60 percent of the 112 who responded had ...
August 18, 2026
AI Drafting Support and the Review Gate
AI drafting rulings in courts has moved from hypothetical to deployed faster than the governance around it. Products that distil motions and produce ...
August 18, 2026
From Search to Analysis: Working a Case File Without Reading Every Page
AI case analysis for judges is easiest to understand as a spectrum with a hard stop at one end. At the near end is search, which nobody objects to. ...
August 18, 2026
Measuring Court Performance: Backlog, Adjournments, and Time to Disposition
Court performance backlog measurement is usually treated as a reporting obligation attached to the end of a program. The judiciaries that have ...
August 18, 2026
Finding the Moment a Statement Was Made
A witness says something on day two. On day six, counsel says the witness said something different. The judge needs to know what was actually said, ...
August 18, 2026
AI Translation of Judgments, Documents, and the Spoken Record
A judgment is delivered to the parties. If a party cannot read it, the delivery was formal rather than actual, and in jurisdictions where a ...
August 18, 2026
Digitizing a Court's Paper Backlog
Court records digitization projects fail in a specific and repeatable way. A judiciary funds scanning, boxes are collected, images are produced, and ...
August 18, 2026
Searching a Court's Own Prior Rulings and Transcripts
Ask a judge how comparable matters were handled before and you will get one of two answers. Either a recollection, which is honest and incomplete, or ...
August 18, 2026
What Courts Should Ask AI Vendors Before Signing Anything
Most AI procurement conversations are conducted on the vendor's terms, using the vendor's vocabulary, against a demonstration the vendor prepared. ...
August 18, 2026
Writing an AI Policy for a Court: Approval, Disclosure, Review, and Audit
Most courts writing a court AI policy are writing it late. That is not a criticism, it is the position nearly everyone is in, and it changes what the ...
August 18, 2026
Running Agentic AI Workflows on Infrastructure You Control
Agentic AI runs on premise, and the interesting question is not whether the model can be served locally. That part is solved, and it sits inside the ...
August 12, 2026
On-Premises AI: Running AI Inside Infrastructure You Control
Somewhere between legal, compliance and the board, most organizations that want to use AI have been handed a single question they cannot answer ...
August 12, 2026
Turn Meeting Recordings into a Searchable Knowledge Base
Somewhere in your organization's recorded meetings is the exact moment a pricing decision was made, the demo where a customer explained their real ...
August 8, 2026
Keeping Applicant PII Safe When You Add AI: Deployment and Compliance for HHS Agencies
Every conversation about AI in eligibility operations eventually reaches the question that decides the procurement: where does the data go? The ...
August 7, 2026
Automating Income Verification: From Pay Stubs and W-2s to Structured Data
If a benefits agency could fix only one thing about its verification workflow, the choice would not be close. Income verification for benefits ...
August 7, 2026
Evaluating AI Document Intelligence for Eligibility Operations: A Buyer's Checklist
Procurement is where verification modernization succeeds or quietly fails. The market for eligibility automation software has filled with products ...
August 7, 2026
Identity Document Verification in Benefits Programs: Beyond the SSA Data Match
Identity verification for government benefits looks, on paper, like a solved problem. Social Security numbers validate against federal records ...
August 7, 2026