Home / Services / Document reading
Document reading and file review
AI that reads the file so you don't have to
AI reads your PDFs, emails and scans, pulls out what matters, and writes a short summary. Dates, amounts, names and missing pieces show up in one place, ready for a person to check.

Closest real result
About 10 minutessaved per case, on about 100 cases a month
Our AI file review at an insurance claims firm summarizes every document in a case before an adjuster opens it. The client stays private.
Read how it was builtWhat you get
Understand a file in minutes, and stop missing key details.
Minutes, not hours
Get the gist of a thick file before you open it.
Key details found
Dates, amounts, parties and gaps pulled out the same way every time.
Everything sorted
Incoming documents labeled and filed where they belong.
Easy to check
Every summary points back to the page it came from.
How file review works
An example of one new file going down the line. A person checks the summary before anyone relies on it.
Example workflow · document review
A new case file, summarized
Before, someone read every page to find the parts that matter.
- File arrives (Your systems)
- Reads every page (AI does it)
- Pulls key details (AI does it)
- Writes the summary (AI does it)
- Staff checks it (Your team checks)
- Summary readywith a link to each source page
- AI does it
- Your team checks
- Your systems
How we build yours
You see it working on your own files before it goes live.
Collect samples
You share a handful of real files so we see what your documents look like.
Decide what matters
Together we list the details your team looks for every time.
Build and compare
The AI summarizes real files, and your team checks its work side by side.
Put it in your flow
Summaries land where you work: your case system, a shared folder or an email.
What it looks like in your field
The first one is real, from our work at an insurance claims firm. The rest are example workflows, with no numbers until your audit measures them.
Insurance claims Real result
Case-file summaries
More for claimsBeforeAdjusters read every document in a claim file to get up to speed.With AIAI summarizes every document in the case before the adjuster opens it.Law firms
Discovery and medical records
More for law firmsBeforeA paralegal reads hundreds of pages to build a timeline.With AIAI builds a first-draft timeline and summary with page references for the attorney to check.Accounting firms
Bank statements and receipts
More for accountingBeforeStaff key figures from statements into the books.With AIAI reads statements and receipts and prepares entries for your bookkeeping software.Medical offices
Referrals and faxes
More for medical officesBeforeFront desk staff read every incoming fax and route it.With AIAI reads each referral, pulls the patient details and sorts it for staff to confirm.
Which files eat the most reading time?
The audit finds them, prices the fix, and tells you what we'd skip. From $500.
Getting started
Every project starts with a paid audit, so you know exactly what you're buying before you buy it.
What you'll need
- Sample documents (we sign an NDA first, and a BAA for medical offices)
- A list of the details your team always looks for
- Somewhere for summaries to go: your case system, a folder or email
Tools we often use: ChatGPT and Claude models, Microsoft Azure AI, Google Cloud document tools and Python.
Price and timing
- Start withAI workflow audit, $500–$1,500
- Typical first project$2,000–$3,500
- After launch10% of your build cost per month, $500 minimum
Larger projects are quoted in your audit plan, often up to about $5,000. If your first project is $2,000 or more, your audit fee comes off the build price.
Price your auditStraight answers
Something else on your mind? Call (305) 807-7015.
Can AI read scanned documents and handwriting?
It reads typed scans well. Messy handwriting is less reliable, so we test on your real documents during the audit and tell you plainly what works.
How accurate are AI document summaries?
Very good for typed documents, but not perfect. That's why every summary points to its source page and a person checks anything that matters.
Is our client data used to train AI?
No. We choose AI providers and settings that don't use your data to train their models. How we keep your data safe.
How much does AI document review cost?
Most first projects run $2,000 to $3,500, depending on how many document types are involved.
Find out where AI fits in your firm
Start with a free call, or go straight to the audit. Either way, you talk to the person who builds it.
Not sure yet?
Book a free 20-minute call
Tell us what's eating your team's time. We'll tell you honestly if AI can help. No pitch, no obligation.
Book a free callReady?
Book your AI workflow audit, from $500
1–2 weeks, ending in a written plan ranked by hours saved, with a price for each piece.
Book your audit
Today, every call and every audit is led by our founder, Aramis M. Figueroa. Or call (305) 807-7015.
Not ready yet? Get the free “Is your firm ready for AI?” checklist
A 10-question checklist you can fill in over coffee. It shows where your team's hours go and which work AI could take on first.
Request received. Aramis will email you the checklist within one business day.
One email with the checklist. No newsletter unless you ask for it. See our privacy policy.
