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CASE STUDY
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LegalTech · An AI-Powered Email Clarity

A Brief Mate: an AI-Powered Email Clarity for Law Firms

An AI-powered platform that automates document naming and court brief assembly for law firms – built to plug into the systems firms already use.

Project Snapshot

CLIENT
A Brief Mate
INDUSTRY
Legal Tech / Legal Operations
WHAT WE DID
Full-stack platform development, AI renaming engine, 4-way system integration, brief bundle generation, automation engine, admin panel, billing
PLATFORMS
Web
REGION
Global
TECH STACK
Node.js, Express, MongoDB, Redis/BullMQ, Socket.IO, Azure OpenAI, Anthropic Claude
Abstract light gray outline illustration accompanying the case study overview section

About A Brief Mate

BriefMate is a SaaS platform built for law firms that automatically renames legal emails and documents and assembles them into court-ready brief bundles. It’s built specifically for the Australian legal market, following the naming and indexing conventions used when solicitors actually prepare a barrister’s brief.BriefMate works on top of the systems a firm already uses – Clio, Smokeball, Google Drive, and OneDrive – reading, renaming, and writing files back into those systems rather than requiring a firm to move its files anywhere new.
A Brief Mate

The Challenge

Every legal matter generates a large volume of emails and documents, and by default, most of them keep meaningless names — RE_FW_document(3).pdf, image001.png. That creates a chain of real, expensive problems for a firm:
Preparing a barrister’s brief by hand means downloading files, converting them to PDF, ordering them, numbering pages, and typing an index – often days of paralegal time on a single matter
Naming is inconsistent from one staff member to the next, so files become difficult to find or cite later
None of this is billable work – it’s overhead that scales with every new matter a firm takes on
A fix needed to work with the systems firms already run on (Clio, Smokeball, Drive, OneDrive), not ask them to adopt something entirely new

Our Approach

01

Read the Actual Content, Not Just the Filename

A generic renaming tool that only looks at existing filenames can’t fix image001.png. Abriefmate extracts the real content first, pulling text from PDFs, DOCX, XLSX, and PPTX, parsing .msg/.eml emails directly, and running OCR on scanned documents – then feeds that content to the AI to generate a meaningful name. So even a scanned, unlabeled image ends up with a name that reflects what’s actually inside.
02

Enforce a Real Legal Naming Standard

Generic AI summarization produces inconsistent output. We constrained the AI to an in-house naming framework (BRAIEF+) with fixed rules- document type, party, institution, purpose, and date always in a specific order and format – so every name is structured, predictable, and auditable, not just “good enough.”
03

Build for Reliability, Not Just a Demo

Legal file processing can’t silently fail. We built dual AI provider support (Azure OpenAI and Anthropic Claude) with automatic model fallback and retry logic, a fully queued job architecture so heavy processing never blocks a user, and granular retry that reprocesses only failed files instead of restarting an entire brief.
04

Make Every Action Reversible

A tool that renames thousands of files needs an undo button. Every rename is logged with its original name, naming formats can be bulk re-applied across already-processed files, and firms can roll files back to their original names at any time.
05

Design for How Firms Actually Operate

Firms aren’t single users – they’re teams with different roles and different levels of access. We built domain-based firm accounts (users on the same email domain join one company automatically), role-based permissions, and a separate platform admin panel for managing firms, credits, and support at scale.
06

Give the Product a Digital Front Door

A platform this technical still needs to be understandable to a firm evaluating it for the first time. Alongside the product, we designed and built BriefMate’s marketing website – communicating what the platform does and why it matters to a legal audience, before they ever sign up.
FINAL OUTCOME

Web App Ui

Website

Results & Impact

BriefMate replaces a process that used to take a paralegal days – manually downloading, converting, ordering, numbering, and indexing every file in a matter – with an automated pipeline that reads file content, applies a consistent legal naming standard, and assembles a paginated, hyperlinked brief bundle automatically.

~9k

MONTHLY RENAMES

~200k

EMAIL RENAMED

5 Hrs

OF WORK SAVE DAILY

Core Features Delivered

✓

Content-Based AI Renaming

Reads actual file content (including OCR for scanned documents) and applies a fixed legal naming standard, rather than guessing from existing filenames
✓

Automated Brief Bundle Assembly

Merges selected files into a single paginated PDF with an auto-generated, hyperlinked index and folder divider pages
✓

Four-Way System Integration

Connects directly to Clio, Smokeball, Google Drive, and OneDrive via OAuth, including live webhook events from Smokeball
✓

Automate Pro Scheduling

Hands-off, rule-based automation that renames new files by matter or by date range without manual triggering
✓

Full Rename History & Audit Trail

Every rename logged with old name, new name, matter, user, and timestamp, with bulk reversal available
✓

Multi-Tenant Firm Accounts

Domain-based firm mapping, role-based access, two-factor authentication, and a dedicated admin panel for platform-wide management

One Team, Everything Your Project Needs.

Development, integrations, ongoing support – we handle it all under one roof, so you’re not juggling five different vendors to get one project done right.
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Ultrastiff manufactures the hard part well – 15+ textures, real metal finishes, decorative panels for cladding, ceilings, and architectural facades. The website wasn’t carrying its weight: too many combinations to browse as static photos, and no way to serve architects and general buyers with genuinely different needs on the same pages.
Website RedesignUX DesignWebsite DevelopmentCustom Wall VisualizerSEO
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40%Increase in Quote Requests
2xIncrease in Average Time on Product Pages
3xIncrease in Visualizer Engagement

Meltix

Industrial Technology / Manufacturing Software
Meltix’s product does the hard part well – recipe optimization, real-time chemistry control, scheduling, plant-wide analytics for foundries and metal manufacturers. The website wasn’t carrying its weight: not built mobile-first, slow to load, and structured around a single feature from an earlier version of the product rather than the full platform it had become.
UX AuditUI/UX DesignWebsite DevelopmentPerformance OptimizationSEO
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30%Increase in Qualified Demo Requests
40%Increase in CTA Engagement
60%Increase in Organic Traffic

DHE Parts

eCommerce / Auto & Equipment Parts
DHE Parts sells auto and equipment parts sourced from four separate suppliers, each with its own data format and update schedule. The catalog wasn’t carrying its weight: no unified product structure, no fast cross-source filtering, and shipping rates that had to be checked manually instead of shown live at checkout.
Custom Plugin DevelopmentProduct Sync EngineAdvanced FilteringUX/Frontend Development
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70%Reduction in Product Data Errors
2xFaster Catalog Update Turnaround
50%Increase in Quote-To-Order Conversions

Heft Lifts

Manufacturing / Industrial Lifting Equipment
Heft Lifts supplies forklifts, cranes, pallet jacks, and custom lifting solutions to manufacturers, builders, and logistics teams. Its large equipment range needed clear navigation, faster pages, and stronger visibility for competitive service searches.
Website DevelopmentUI/UX DesignSEO Optimization
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Heft Lifts - case study card
Heft Lifts - case study card, hover state with results
80%Increase in Service Inquiries
40%Reduction in Bounce Rates
3XIncrease in Client Engagement and Repeat Visits

Solid Surface

Manufacturing / Custom Surfaces
Solid Surface supplies and installs custom solid surface countertops, wall cladding, and furniture for homes and businesses. A broad catalog needed to stay fast and easy to browse while the site still looked as sophisticated as the product.
Web Application DevelopmentUI/UX DesignSEO Optimization
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Solid Surface - case study card
Solid Surface - case study card, hover state with results
60%Increase in Product Inquiries
50%Faster Page Load Times
2XGrowth in Mobile User Engagement

Lovell Hair Extensions

Ecommerce / Premium Hair Extensions
Lovell Hair Extensions sells premium hair extensions in a crowded online market. The store needed to handle a large catalog, keep checkout simple, and work as well on a phone as on a desktop.
Website DevelopmentUI/UX DesignCheckout OptimizationSEOWooCommerce Optimization
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Lovell Hair Extensions - case study card
Lovell Hair Extensions - case study card, hover state with results
80%Increase in Sales Conversions
60%Faster Load Times
2XGrowth in Mobile Sales

Your Studio Wellness

Healthcare / Medical Spa
Your Studio Wellness offers Morpheus8, neurotoxin, and filler treatments in a competitive medical spa market. Its website needed to feel as premium as the treatments, rank in local search, and let clients book securely, including from a phone.
Website DevelopmentUI/UX DesignAppointment Booking SystemSEO Optimization
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Your Studio Wellness - case study card
Your Studio Wellness - case study card, hover state with results
60%Increase in Appointment Bookings
50%Faster Load Times
2XIncrease in Mobile Traffic and Engagement
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