Industry · Legal Services
Legal billing runs on systems built before APIs existed. Every automation vendor walks away at the same question. Loopfour does not. It works the screens the billing system already has and retains the source PDF behind each entry.
Industry Context
Court reporting, deposition services, and litigation support run on proprietary software that was never designed to talk to anything else. There is no integration layer, no developer docs, no API key waiting in a settings page. The data you need to bill, including page counts, appearance times, and case numbers, lives behind a login screen, and the only sanctioned way to get it out is to read it with your own eyes.
That would be manageable at a dozen documents a day. At 600 it is a control problem. The volume makes manual entry untenable, but the closed systems make conventional automation impossible. The work falls on people, two minutes at a time, until billing is perpetually a day behind and every entry is only as accurate as the person keying it at 4pm.
The Reality
Every automation vendor asks the same first question: what is your API? They leave the moment they hear there isn't one. Your billing system was never built to integrate, and that has quietly ruled out every tool you have evaluated.
Six hundred documents a night, each needing a human to open it, read it, and type the result. That is the equivalent of two and a half full time people doing nothing but copy and paste before anyone checks a single invoice for accuracy.
Transcripts arrive as flat PDFs. The page count, the witness name, and the case number all have to be found, read, and keyed again by hand, document after document, with nothing tying the billed value back to its source.
The one in-house script someone wrote is a key-person dependency, and it stops working the day the vendor ships a layout update. Nobody notices until invoices are late and a client is asking where their bill is.
How Loopfour Handles It
Loopfour drives your existing billing software the way a person does, through its actual interface. It reads each transcript, enters the values field by field, and checks the result against the source. No API, no vendor signoff, no integration project.
Loopfour run
95%
less billing labor
600+
documents processed nightly
Zero
API integration needed
Self healing
on UI changes
Built for legal services operations caught between high document volume and closed billing systems, the teams every other automation vendor has turned away.
Real Deployments
These case studies show how the same industry problem becomes a governed, auditable workflow in production.
How a legal technology company eliminated 20+ hours a day of manual deposition billing with a browser agent that needs no API access.
Read the case studyHow a legal services firm automated a four-phase billing lifecycle for estate planning fees that aren't known until mid-engagement.
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