Disclaimer: This case study describes one client’s experience. Individual results vary based on case-specific factors. The outcome described here does not guarantee similar results in other cases. Content has been published with informed consent.
Case Study — Appellate Litigation — Atlanta, GA
Boutique Leverage: How The Hingerty Law Firm Scales Complex Appellate Review with NexLaw AI
A multi-volume record and a filing window set by the court. No associate pool to absorb the indexing between them. This is the account of what changed when the record stopped setting the ceiling on how many appeals the firm could take.
trial records indexed
without added associates
candidate issue list from
a multi-volume transcript
NexLaw modules deployed
across the firm’s workflow
Records Scale, Headcount Doesn’t
The appellate group at a large firm handles a nine-volume record the same way it has for forty years: it assigns associates. The record gets divided, indexed, and summarized by people whose time bills at a rate the client absorbs because the alternative is a partner doing it. The leverage is the product.
A boutique appellate practice has no such lever. Record volume is set by the trial below; the filing window is set by the court. For a firm without associates, the size of the record functions as a hard cap on how many appeals it can responsibly accept — a cap that has nothing to do with the quality of the advocacy.
Three Modules, One Litigation-Native Workflow
The firm deployed NexLaw AI to absorb the mechanical layer — the finding, sorting, and linking — while leaving every judgment call where it belongs.
NeXa — Document Synthesis
Organizes unstructured motion files, cross-briefs, and court orders at intake. Its more consequential function is multi-brief comparative analysis — surfacing where opposing filings actually diverge in a single pass, and catching a fabricated citation before it reaches a judge.
ChronoVault — Chronological Mapping
Converts discovery materials and trial records into a chronological narrative in which every event, timestamp, and testimony statement is hyperlinked to its source file — an audit trail for every fact put before a court.
TrialPrep — Appellate Issue Spotting
Scans multi-volume transcripts to tag potential appealable issues, identify the applicable standard of review for each, and cross-reference court behavior against historical datasets — narrowing thousands of pages to a candidate list worth reading closely.
In a boutique practice, your time is your inventory. NexLaw stopped the record deluge from eating our inventory, allowing us to accept complex matters that would have previously been a staffing impossibility.
Citation Integrity Is the Whole Product
Appellate judges read briefs for a living, and a bench that sees hundreds of them a year develops a practiced eye for a citation that doesn’t quite hold up. Once a judge catches a case that isn’t there, the discount applies to the rest of the brief — every citation the advocate didn’t fabricate now gets checked too.
NexLaw addresses this at the retrieval layer rather than the output layer. Answers are drawn from curated state and federal legal databases, and every legal proposition returns with a verified primary source citation attached. The model is not asked to remember the law; it is pointed at the law and asked to find it.
High-leverage output, without the team
First-pass issue spotting at the depth of a large firm’s associate pool — without the associate pool.
Intake-level viability assessment
Appeal strength evaluated up front, so missing record elements surface before the filing window narrows.
Bulletproof preservation
Every fact in a brief links back to the transcript page it came from — a verifiable chain to the record.
Zero-retention security
Sealed and privileged appellate material stays inside firm-controlled workflows, outside any training corpus.
Bring This Standard to Your Appellate Practice
The Hingerty Law Firm did not replace appellate judgment with automation. It replaced the search that precedes judgment — and stopped letting the size of the record decide how many appeals the firm could take.
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Results Disclaimer: The results described in this case study are specific to this particular matter and client. Past results do not guarantee or predict future outcomes. Every case is unique and must be evaluated on its own merits.
