Let AI do the document work. Keep the judgment with your people.
For a firm handling large volumes of sensitive files, the repetitive intake and filing work is a tax on billable time. We automate it with verification built in, so nothing moves without a record and the expert analysis stays exactly where it belongs.
Fixed-fee discovery first. We map your conventions before we automate anything.
The repetitive work is the right target. The judgment work is not.
Most firms approach automation backwards. They look for the most tedious task and point AI at it. The better question is where the risk is low. Sorting, naming, and filing an unstructured client data dump to your exact conventions is repetitive and low-risk. It is the right first target. The analysis your experts are paid for is the last thing AI should touch.
So that is how we build. A custom document-intake automation takes the unstructured pile and turns it into a consistent, auditable system, while the high-skill work stays with the human expert who is accountable for it.
Four rules that make it safe
The same design that lets a litigation-exposed firm actually use it.
Verify before confirm
File-identity verification confirms what a document actually is before any action is taken. The system checks first and acts second, never the reverse.
Append-only audit trail
Every action is recorded and nothing is overwritten. You can reconstruct exactly what happened to any file, when, and on whose authority.
Human-only ratification
The system never edits its own rules and never finalizes judgment work on its own. A person ratifies the output. Accountability stays with the human.
Autonomy capped on purpose
We automate where risk is low, not where tedium is high. The repetitive document work is the right first target. The expert analysis is the last thing AI touches.
Document intake for a forensic accounting practice
For a forensic practice whose work product is presented and cross-examined at trial, we built a custom document-intake automation that sorts, names, and files unstructured client data dumps to the firm's exact conventions. It runs on an append-only audit trail with verify-before-confirm logic, never overwrites, and a human-only ratification model.
Autonomy is capped for forensic reasons. The testifying expert has to answer for every design choice on the stand, so the highest-judgment work stays with the human and AI takes the repetitive document work first.
Have a pile of documents eating billable hours?
A short call is enough to tell you whether your intake and filing work is a good automation target and what a safe build would look like for your firm.
Book a 30-Minute CallNo commitment. We tell you honestly whether we can help and what that would look like.
AI Readiness Checklist
The questions every regulated firm should answer before adopting AI
The Regulated Firm's AI Readiness Checklist
Six questions that decide whether your firm can adopt AI without putting client data, a renewal, or an examination at risk. Walk them before your next audit, not after.
- Where client data is leaving your environment through public AI tools
- Whether your AI controls would survive a SOC 2 audit or an examination
- Where a human, not the model, needs to ratify the output
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Common questions
Automate the tedium. Protect the judgment.
Start with a 30-minute call. We will tell you honestly what is worth automating and how to keep it safe and defensible.
Book a 30-Minute CallNo resale, no vendor commissions. Independent by design.