Every comparison means opening the same files again
A unit description or parking reference appears across several documents. Each cross-check means finding the matching passage, exhibit and amendment before you can assess the difference.
FOR U.S. REAL ESTATE TRANSACTION COUNSEL
AI property document review with source-linked findings.
The client wants an answer. The unit description, plans and exhibits do not line up neatly, and the relevant amendment could be in another PDF. Before your attorney can assess the issue, someone has to find the right pages and repeat the comparison.
We implement agentic solutions that gather the relevant evidence and prepare document comparisons inside your firm’s existing matter workflow. Built with security in mind, with controlled access and human approval.
A conversation with Yuval about where work gets stuck and what to fix first.
WHO THIS IS FOR
For property-law teams handling repeat transactions.
Your firm
You work in a U.S. boutique or midsize real estate law firm advising buyers or investors on property acquisitions.
Your role
You are the practice partner, real estate attorney or senior paralegal responsible for diligence and client updates.
Sound familiar?
Your team repeatedly compares similar document packages in a defined jurisdiction, with a qualified attorney responsible for the review.
THE PROBLEM YOU KNOW TOO WELL
Finding the evidence can take over the review.
Your team knows what to look for. The frustration is locating it, comparing it and making sure the next reviewer can follow the same trail.
The summary still sends the attorney back to page one
A note says there may be a discrepancy, but the supporting pages are missing. The attorney repeats the search to understand the issue and verify what the preparer found.
An unanswered question becomes a late request
A missing exhibit or unclear scan surfaces near the client deadline. Your team has to request clarification while explaining why the answer is still pending.
WHAT COULD CHANGE
Give the attorney the issue and the evidence together.
A useful review package puts the relevant pages beside each finding and keeps unresolved questions visible. Your team can spend more of the review assessing the matter and less of it rebuilding the document trail.
Put professional attention on the discrepancy
Prepare the relevant facts and passages before review. The attorney can assess the significance of a difference with both sources available instead of restarting the document search.
Raise specific questions earlier
Show a missing exhibit, conflicting unit reference or unsupported statement as an open item. Your team can prepare a focused request for the relevant party while the matter is still moving.
Support more consistent matter preparation
Use the same agreed checklist and report structure across eligible matters. Measure paralegal preparation and attorney review together so faster drafting does not simply move work downstream.
AGENTS AT WORK
Less chasing.
More work moving.
We implement the agents, connect your tools and shape the work around your team.
Stop rebuilding the checklist for similar matters
Your qualified reviewer defines the jurisdiction, eligible document package, fields to compare and questions that belong in the first version.
Check a finding without hunting for its source
A comparison table and findings with source references, pages and relevant excerpts or crops. Clearly distinguish supported matches, potential discrepancies and items not determined.
Keep unresolved questions in view
A concise list of conflicting facts, missing documents and questions for the attorney to assess. Prepare follow-up wording only after the responsible reviewer decides what to request.
Explain the reviewed findings clearly to the client
Turn the reviewed findings into the concise format your firm uses to explain the matter to its client. The attorney edits and approves the summary before release.
IMPLEMENTED FOR YOU
We handle the build.
Your team keeps moving.
An agentic solution built around your business: AI agents that carry out the connected steps, with your team in control of key decisions.
- 01
Show us where it gets stuck.
Walk us through one recurring bottleneck. We map the work, the people and the tools, then agree on a useful first implementation.
- 02
We build and connect it.
We configure the agents around your process and connect the CRM, files and communication tools the work depends on.
- 03
Test it together. Put it to work.
We test real examples with your team, refine the handoffs and train the people who will use it before rollout.
YOUR CRM. YOUR TOOLS.
Built around the systems you already use.
Use the matter folders and document-management process your firm approves. We define where the source files are read, where drafts are stored and which team members can review them.
HubSpot
Salesforce
Google Drive
Gmail
Outlook
Slack
Examples of tools we can connect. We confirm your software, access and required actions during mapping. Using something else? Tell us your setup.
A FOCUSED FIRST STEP
Benchmark one transaction type with your attorney.
Use completed matters from one jurisdiction to define the expected findings and evidence. Include unclear scans, missing pages and real discrepancies. The goal is a draft the reviewer can check efficiently, with important uncertainty still visible.
Talk about your review bottleneckMeasure the time to a review-ready file.
Test preparation and attorney-review time on completed matters from your jurisdiction. A faster draft is useful when the reviewer can verify its findings without repeating the document search.
What we test before expanding
- Preparation plus attorney-review minutes per eligible matter
- Evidence coverage for material findings
- Critical omissions, unsupported findings and corrections
- Time from complete package to an approved client summary
YOUR IMPLEMENTATION PARTNER
Work with FutureProof.
I’m Yuval Keshtcher, founder of FutureProof Agents. We connect process mapping, AI development and your existing tools in one scoped project, from the first workflow conversation through testing and handover.
Meet FutureProof AgentsBEFORE WE START
Good questions.
Clear answers.
Who handles the implementation?
FutureProof handles the workflow mapping, agent build, integrations, testing and team training. You provide a process owner, access to the relevant tools and a few real examples. We agree the effort and rollout plan with you before starting.
Can you work with our CRM and existing tools?
Yes—we build around your existing setup, including major CRMs, email, document tools and industry systems. We confirm the connections your workflow needs during mapping and use available integrations or custom connections where supported. Your software plan and access permissions determine what can be connected.
Can you reuse the same workflow across states?
The review pattern can transfer, but the document requirements and legal logic need local validation. Start with one jurisdiction and transaction type. Additional jurisdictions enter the scope after your qualified reviewer defines and tests the relevant checks.
What if a source is missing or the plan is unclear?
The affected finding stays unresolved. The draft identifies the missing or unreadable evidence so the reviewer can request a better source or handle the point manually.
Does a fast draft mean the transaction is cleared?
No. Draft preparation and legal approval are separate steps. The attorney determines what the documents mean and whether further work is required. Pilot timing includes the effort needed to review and correct the draft.
LET’S LOOK AT YOUR BOTTLENECK
Which document comparison keeps sending your team back into the file?
Talk through one repeat transaction type with Yuval. We’ll look at where preparation stalls, what the attorney needs to see and whether a focused first project could make review easier.
- Tell us what gets stuck and which tools you use.
- We review the details before speaking with you.
- You can choose a call time after submitting.
A brief description is enough. Please keep confidential client records and passwords out of the form.
YOUR INQUIRY IS IN
Let’s talk about your first implementation.
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