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Built for Law Firms

Declare your firm’s independence.

AI that adapts to your practice — not the other way around. Every action becomes a force multiplier.

Privilege-first by design Built by a practicing attorney Your data, your rules, your tools

Small firms that punch above their weight. Yours can too.

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The operational leverage big firms take for granted — built for yours.

Large firms have armies of IT staff, custom integrations, and AI systems that make every attorney more productive. Small and mid-size firms get told to buy someone else’s software and change how they work. Macrify exists to close that gap.

Founded by a licensed, Board Certified attorney who also builds software, Macrify is an AI integration and automation firm. We use AI where it's the best tool for the job and traditional software where it isn't — then wire both into how your firm actually works. Your workflows, your tools, your voice. Not the other way around.

We don’t sell you a platform and walk away. We assess how your firm actually operates, connect what you already use, build what doesn’t exist yet, and deploy AI that learns your practice and makes every action a force multiplier.

JS
Jake Schumer, Esq.
Founder — Attorney & Builder
Jake is a Florida-licensed attorney whose practice concentrates on construction and commercial litigation, land use, and local government law. He is Board Certified in City, County and Local Government Law and is an internationally recognized expert on Florida local government and land use law — cited and interviewed by the Wall Street Journal, New York Times, Washington Post, CNN, and Fox Business. He is also a builder — someone who has spent years designing AI integrations and automation that eliminate the repetitive legal work that quietly drains attorneys of billable hours.
J.D., Vanderbilt University Law School (2014)
B.A., University of California, Santa Cruz (2010)
Board Certified — City, County & Local Government Law

Software that learns your practice — not the other way around.

Most vendors sell you their platform and tell you to adapt. Macrify builds around the way you already work — and makes every part of it faster.

Built by a practicing attorney

Jake is still a licensed, Board Certified attorney who practices law. He knows what a continuance order looks like, why your trust account rules matter, and what the bar will and won't allow. That shapes everything we build.

Every action, a force multiplier

Forward an email — deadlines are extracted and calendared. Drop a stack of documents — they come back as a timeline, a comparison, a summary. Your AI learns your firm's voice, your procedures, your judge preferences. One action in, ten hours of work out.

You own it. Your data. No lock-in.

Custom integrations are delivered to you outright. Your AI's knowledge stays on your infrastructure — never shared, never trained on. No hostage-taking if you move on. That's the independence part.

Independence without exposure.

Powerful AI doesn’t mean giving up control. Your data stays on your infrastructure, governed by your rules.

Privilege-First Architecture
Attorney-client confidentiality shapes every design decision — your data lives on your infrastructure, never commingled
Human in the Loop
AI proposes, you approve. Every action goes through a review queue before execution — nothing happens behind your back
Bar Ethics Built In
Our founder lives under the same rules you do. Professional responsibility isn’t a checklist — it’s the foundation

These aren't hypotheticals. We built every one of these.

Before we built for clients, we built for our own firm. These are real systems running in a real law practice — handling real cases, real deadlines, and real billable hours. Some use AI. Some are traditional software. We use whichever approach actually solves the problem — and every one includes human review at critical steps.

Automatic Pleading Download & Filing

Court notifications arrive by email. The system reads the email, downloads the pleading, identifies the case and document type, renames it to a consistent naming convention, and files it in the right case folder. No manual downloading, renaming, or dragging files around.

Email → Organized Files AI-Powered

Voice-to-Timesheet Entry

Dictate what you worked on while walking to your car. AI parses the description, maps it to the correct client and matter, calculates the time, and enters it directly into the case management system. You review and approve — that's it.

Voice → Billed Hours AI-Powered

Billable Hour Reports & Analysis

Automated reports that pull every attorney and paralegal's billable hours, break them down by client, matter, and time period, and flag trends — who's underutilized, which matters are running hot, where write-offs are concentrating. Delivered to the managing partner on schedule.

Data → Decisions Traditional Software

Local Court Rules Database

An automatically updating database of local court rules and individual judges' procedures. Instead of hunting through courthouse websites and PDF packets before every filing, the information is always current, searchable, and organized by judge and court.

Research → Instant Answers Traditional Software

Email-to-Pleadings Generator

Forward an email with case details. AI matches it to a template, fills in the parties, case number, court, and relevant facts, and produces a complete set of regularly filed pleadings — ready for attorney review and signature. What used to take a paralegal an hour takes seconds.

One Email → Complete Filings AI-Powered

Private Firm Chatbot

A secure AI chatbot trained on your firm's playbook, procedures, and case data. Staff ask questions in plain language and get answers grounded in how your firm actually operates — not generic legal information. Runs on your infrastructure, never shares data externally.

Question → Firm-Specific Answer AI-Powered

Every system above includes human review at critical junctures — AI handles the heavy lifting, attorneys make the judgment calls.

Three steps to punching above your weight.

Every engagement follows the same methodology. You’ll know exactly what’s happening, what you’re getting, and what it costs — before we write a single line of code.

1

Examine

We sit down with your team and walk through every workflow that touches your time — intake, calendaring, document prep, billing, filing, communication. We identify where hours are being lost to manual work, where errors creep in, and where existing tools are underused.

You walk away with
  • Workflow audit mapping every manual process
  • Pain-point report with prioritized recommendations
  • Assessment of your current tool stack and gaps
2

Build & Connect

Based on the audit, we present your options: connect existing services you already pay for, configure underused features, or build custom software to bridge the gaps. You choose the scope — we build it, you own it outright.

You walk away with
  • Working integrations between your existing tools
  • Custom software built for your firm’s specific needs
  • Full ownership — no lock-in, no recurring license fees
3

Support & Refine

Software only works when your team uses it. We provide hands-on training tailored to your staff, monitor adoption, and make adjustments as your practice evolves. Ongoing support is available — but never required.

You walk away with
  • Staff training sessions and documentation
  • Post-launch adjustments as workflows settle
  • Optional ongoing support retainer

Production tools — not slide decks.

Everything here is live, shipping, and handling real work for real firms. This is the infrastructure that lets small practices operate like large ones.

Arachne — Managed AI for Law Firms

A private AI that knows your practice. Arachne reads your case files, emails, and calendars. It learns your firm’s voice, your procedures, your judge preferences. Talk to it through Telegram, WhatsApp, or its own dashboard — and it works.

  • Three-zone Brain: reads your files, learns your rules, writes deliverables
  • Chat-first — Telegram, WhatsApp, or in-dashboard
  • Email triage, deadline extraction, and draft replies in your voice
  • Cowork tasks — process doc stacks into timelines, summaries, comparisons
  • Proactive audits with human-in-the-loop approval queue
  • Multi-user roles — partners, associates, and paralegals
  • Your data stays on your infrastructure — never shared, never trained on
Built with Claude AI Next.js Supabase Telegram rclone

ScheduleHound — Legal Calendar Automation

Upload any legal document. AI extracts every deadline, hearing, and key date. Review, edit, and export directly to Microsoft 365 or Google Calendar — one action in, hours of calendar work done.

  • Extracts dates from court orders, discovery, depositions, and contracts
  • Microsoft 365 & Google Calendar export
  • Email ingestion — forward documents, get deadlines back automatically
  • Outlook Add-In for extraction directly from your inbox
  • Bulk rescheduling — upload a continuance order and move dozens of deadlines at once
  • Free during early access
Built with Next.js Gemini AI Supabase Vercel TypeScript

Macriphone — AI Social Content for Professional Services

Dictate a thought or type a prompt. Macriphone writes platform-ready copy in your firm’s voice, renders branded images, and publishes across LinkedIn, X, Instagram, Facebook, and Threads — all from one dashboard.

  • AI content generation trained on your firm’s brand voice
  • Branded image rendering from customizable templates
  • Multi-platform publishing — five platforms, one click
  • Content calendar, approval queue, and analytics
Built with Next.js Gemini AI Puppeteer Supabase TypeScript

Want something like this for your firm? Let’s talk — we build it, you own it.

Ready to punch above your weight?

Tell us about your practice and what’s slowing you down. Jake will respond personally.

Your information is never shared or sold. This is a confidential inquiry.