AI for Professional Firms
Practical AI for firms that run on documents.
Law, architecture, engineering and proposal teams spend much of their week reading, writing and re-keying documents. We find the work that eats your team’s time and automate it properly, connected to the tools you already use.
Where AI helps
Built for the work your firm actually does.
Legal
Law firms
Client intake, pulling key details from citations, contracts and court forms, first-draft correspondence and matter summaries.
Design
Architecture & engineering
Extracting requirements from RFPs and specifications, tracking submittals and RFIs, and turning site notes into reports.
Bids
Proposal teams
Finding and reusing your best past content, first drafts of responses, and compliance checklists so nothing gets missed.
Inbox
Email & intake
Triage incoming requests, route them to the right person and draft the first reply.
Meetings
Notes to actions
Turn meeting notes and calls into clear action items, assigned and tracked.
Reporting
Reports that assemble themselves
Pull data from the systems you already use into the reports your team writes by hand today.
How it works
Start small, prove the value, then scale.
1. AI workflow audit
A short, fixed-scope engagement. We learn how your team actually works, then give you a ranked list of what to automate, the time each item will save, and what it will take to build.
2. Build
We automate the top one or two items, connected to your existing systems, with checks so your team can trust the output.
3. Ongoing care
We monitor, adjust and extend the automation as your needs change, and help your team get comfortable working with it.
Safe by design
Built for confidential work.
Data
Your data trains no one’s AI
We only use AI providers whose business terms exclude your data from model training.
Review
A person stays in the loop
Nothing goes to a client, court or owner without someone on your team reviewing it.
Accuracy
Proven before it goes live
We measure accuracy on your own documents first, and show you the results.
Access
Minimum access
We touch only the systems and data the work needs, and remove our access when we are done.
Confidentiality
Your obligations are ours
We sign your NDA and work within privilege and client confidentiality requirements.
Sensitive work
Options for sensitive material
Where needed, data can be redacted before it leaves your systems, or processed on models running in your own environment.
Why Aparat
By Joel, Founder
We are software engineers, not prompt consultants. We have built AI and automation that runs in production, on the kind of messy documents professional firms deal with every day.
A scanner that reads DUI citations from every county in Washington State, including handwritten ones. A claims analysis rules engine for a healthcare billing platform. Automated pipelines that turn video into structured content at scale. Nothing goes live until you are confident it works.
Aparat Technologies Inc. © 2026. All rights reserved.