Billing Narrative Cleanup for Probate Paralegals
Cut billing narrative cleanup time by 12% for Probate Paralegals.
The Problem
LEDES bills for Probate Administration matters get kicked back by clients and e-billing portals for vague narratives — realization drops and the billing coordinator chases lawyers for rewrites.
What We Build
AI rewrites narratives to match each client's outside-counsel guidelines in EstateExec, flags block-billing, and pre-validates against the portal — write-down rate drops from 12% to under 3%.
Tools & Integrations
How It Works
Discovery Call
We map your current billing narrative cleanup process and identify exactly where AI saves the most time.
Build & Integrate
We build the AI workflow and connect it to the tools you already use — no software changes required.
Review & Refine
You review the results, we fine-tune until the workflow matches your standards — then it runs on autopilot.
Frequently asked
How long does billing narrative cleanup take manually for probate paralegals?+
In most probate administration firms, billing narrative cleanup consumes hours per matter or per week that AI can absorb. The exact savings depend on volume, but firms with mature workflows typically see 12% improvement within the first quarter after deployment.
Can AI handle billing narrative cleanup without losing accuracy?+
Yes — every workflow uses human-in-the-loop. AI does the deterministic 80% (data extraction, classification, routing); your probate paralegal keeps every judgment call. Nothing ships without a defined approval point.
Will this require switching from EstateExec?+
No. The automation runs on top of your existing EstateExec setup using its API or agent integration — no migration, no parallel system, no license changes. Your team keeps using EstateExec exactly as before.
How quickly can a probate paralegal team deploy this?+
Most engagements ship the first working workflow in 2–4 weeks from kickoff: discovery call → fixed-price scope → build → review/refine. After that it runs on autopilot, with us monitoring for drift.
Is billing narrative cleanup automation worth it for a small probate administration firm?+
If your probate paralegals spend 5+ hours per week on billing narrative cleanup, the ROI is clear. The build pays back inside the first quarter at that volume — and the time savings compound, since the workflow keeps running once deployed.
What happens when EstateExec or our process changes?+
Workflows are versioned and monitored. When EstateExec pushes API changes or your firm changes process, we update the workflow within days — no rebuild required.
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Ready to automate billing narrative cleanup?
Book a free 30-minute call. We'll walk through your current process and show you exactly how this workflow would work for your team.