AI Infrastructure Guide
AI Infrastructure for Your Escrow Business
A practical plan to scale commercial escrow with AI — with people approving every decision that matters.
MM
Prepared by Maker Merchant · for Luis
Close more fileswith the same team
Fewer errorschecks before anything funds
Safer money movementwire fraud controls built in
01 · Wire-Fraud Safeguards
Protect the Money
Every outgoing wire verified, logged, and double-checked.
Verified Vault
Wire instructions stored once, verified, locked.
Logged Callbacks
Call-back to known numbers only — every call recorded.
AI Red Flags
Look-alike domains and changed instructions flagged instantly.
Positive Pay
Bank-side match of every disbursement.
Biggest liability risk in escrow — and insurers expect these controls.
01 · Tactical Wire Controls
Every Wire, Every Time
No money moves on email alone. Urgency never overrides the process.
Release SOP
1 · Instructions via secure portal only
2 · Stored & locked in the Verified Vault
3 · Callback to an independently sourced number
4 · Name & amount match the file
5 · Maker prepares, Checker releases
6 · Bank: positive pay, debit blocks, allowlist
Any Change = Full Stop
Freeze the disbursement
Re-verify from scratch — never a number in the request
Supervisor signs off in writing
No exceptions for urgency
If Fraud Hits: First Hour
Call the bank fraud line — recall & freeze
Alert management & response team
File at ic3.gov — FBI Kill Chain
Lock the mailbox, preserve evidence
Then: underwriter, insurer, regulator
AI flags, people release. Changed instructions, look-alike domains, and urgency language are caught — a human approves every wire.
02 · Deadline & Contingency Tracker
Never Miss a Date
Every critical date on every file — one dashboard.
Due Diligenceinspection period
›
Financingloan contingency
›
Earnest Moneydeposit deadlines
›
1031 Windowsidentification & exchange
›
Closingfunding & recording
1Dates captured from the contract
2Live on one dashboard
3Auto-reminders to officers & parties
No spreadsheet hunting. Nothing depends on someone remembering.
03 · Intake, Extraction & QC
Documents In, Data Out
1 · Auto-Classify
PSAsAmendmentsTitle commitmentsPayoff lettersEntity docs
2 · Extract Key Data
Parties
Price & deposits
Dates & contingencies
3 · Human Approves
An officer reviews and confirms every extraction before it's used.
Closing Package QC — before funding
Settlement statement vs. PSA · payoffs · lender instructions
⚑ Mismatches⚑ Missing signatures
04 · Parties, Clients & Referral Partners
Communicate at Scale
More touchpoints, same team — always in your firm's voice.
Drafting Assistant
Status updates and document requests drafted for officer approval.
Client Status Portal
Parties see where their file stands — fewer "any update?" calls.
Broker & Lender Tracking
Who refers files, follow-up prompts, timely check-ins.
Referrals drive commercial escrow growth — stay top of mind with the people who send files.
05 · Internal Knowledge Base
Team Brain
Ask a question, get an answer — with the source cited.
Chat over your own knowledge
Office procedures
State rules
Lender & underwriter requirements
Past checklists
✓ Cited sources✓ Faster new-hire ramp
AI Usage Policy
Clear rules on what AI can and can't touch.
Staff Training
Hands-on, so the team uses it safely and well.
06 · Integration, Data & Security
The Foundation
Escrow System Integration
AI feeds your system of record — no double entry.
SoftProQualiaResWare
Data & Dashboards
Pipeline
Cycle time
Officer workload
Revenue per file
Security & Compliance
Role-based access
SSO / MFA
Encryption
Audit trail of every AI action & approval
GLBA privacy
SOC 2 vendors — no training on client data
07 · AI-Ready File Structure
Organize Every File
One folder per transaction, the same layout every time — so AI can find, extract, and check reliably.
Top-Level Areas
Files · Active (by year)Files · ClosedTemplatesKnowledge BaseComplianceRelationshipsOperationsFinanceData & AI
Inside Every Transaction
01 Opening
07 Deposits & Wires 🔒
02 Contract
08 Deadlines
03 Parties & Entities
09 Correspondence
04 Title & Survey
10 Closing
05 Lender
11 Post-Closing
06 Payoffs & Liens
Four Simple Rules
File number first: 26-0142 – Address – Party
Dated names: 2026-10-17 PSA Amendment 2 (signed).pdf
Money & personal data restricted — AI read-only
SoftPro / Qualia / ResWare stays the system of record; folders mirror it
Maps onto SharePoint or Google Drive — with permissions set by role.
Phased Rollout
Roadmap
1
Phase 1 · Weeks
Protect & Organize
- Wire-fraud controls
- Deadline tracker
- Knowledge base
- Standard file structure & permissions
2
Phase 2 · Next
Automate the Busywork
- Document intake & extraction, with human approval
- Communications assistant
3
Phase 3 · 1–3 Months
Connect & Measure
- Escrow software integration
- Data warehouse & dashboards
- Closing package QC
Let's Get Specific
Next Steps
1
Which escrow software do you use?2
Which states do you operate in?3
What's your monthly file volume?4
Microsoft 365 or Google Workspace?5
What positive-pay options does your bank offer?6
What's your biggest bottleneck today?