AI OPERATIONS FOR REAL ESTATE
Less administration.
More client time.
AI turns a call, a listing, and a lead list into finished work in seconds.
TODAY'S PRIORITIES
5 items need attention
OVERDUE
Title commitment
17 Plantation Circle
FOLLOW UP
7 leads untouched
No activity in 48+ hours
REVIEW
Listing-readiness report
4763 Sanders Avenue
New leads
18
↑ 12% this week
Median response time
14m
↓ 9 min
Appointments set
6
33% lead-to-appt.
Pipeline value
$3.1M
8 active contracts
AI management brief
Generated from CRM, call, and transaction activity
Lead volume improved this week, but seven new leads have no logged follow-up after 48 hours. Average response time is down to 14 minutes. Three active transactions require attention: title at 17 Plantation Circle, appraisal scheduling at 208 Winding Oak Drive, and lender documentation at 91 Cypress View Lane. Recommended focus: clear overdue transaction items before noon and reassign untouched leads by 3:00 PM.
Agent activity
Illustrative sample data
Jordan Blake
On pace12 contacts · 3 appointments
Maya Collins
On pace9 contacts · 2 appointments
Chris Porter
Review4 contacts · 0 appointments
Brokerage Performance
Executive snapshot · illustrative sample data
YTD closed volume
$48.6M
↑ 14.2% vs. prior year
Gross commission income
$1.46M
3.0% blended rate
Brokerage revenue
$438K
↑ $51K vs. plan
Operating profit
$126K
28.8% margin
PENDING SALES
74%
$8.2M
23 pending sides
17 on track 6 need review
Monthly closed volume
Actual versus target
Profit and loss snapshot
Illustrative management view
| Category | YTD actual | Budget | Variance |
|---|---|---|---|
| Brokerage revenue | $438,200 | $386,900 | +$51,300 |
| Agent support & staff | $151,600 | $146,000 | -$5,600 |
| Lead generation | $72,400 | $78,000 | +$5,600 |
| Technology | $38,900 | $34,500 | -$4,400 |
| Other operating expense | $49,300 | $46,700 | -$2,600 |
| Operating profit | $126,000 | $81,700 | +$44,300 |
AI EXECUTIVE BRIEF
What changed this month
Closed volume remains ahead of the annual plan, although July finished below target. Pending volume is healthy, but six transactions have milestone risks. Lead-generation expense is below budget while conversion from paid internet leads improved from 2.8% to 3.5%. Technology expense is over budget due to annual CRM and transaction-platform renewals. Recommended focus: resolve the six at-risk pendings and compare July lead-source performance before increasing fall ad spend.
Agent scorecards
Activity, conversion, revenue, and coaching signals · illustrative sample data
Production leaderboard
Year-to-date closed GCI
| Rank | Agent | Closed sides | Volume | GCI | Status |
|---|---|---|---|---|---|
| 1 | Maya Collins | 24 | $11.8M | $354K | 112% goal |
| 2 | Jordan Blake | 21 | $9.6M | $288K | 104% goal |
| 3 | Elena Ruiz | 17 | $7.4M | $222K | 96% goal |
| 4 | Chris Porter | 11 | $4.3M | $129K | 78% goal |
COACHING PRIORITIES
FOLLOW-UP
Chris Porter
Only 58% of new leads received 3+ attempts.
CONVERSION
Elena Ruiz
Strong appointments; buyer agreements lag team average.
RECOGNIZE
Maya Collins
Highest GCI and strongest database conversion.
Weekly activity vs. target
Jordan Blake
Agent scorecard
Weighted operating score
88
Speed-to-lead94
CRM hygiene82
Conversion91
Follow-through79
Lead Pipeline
Brokerage-wide pipeline and follow-up accountability
7 overdue$12.4M potential
New this week
42
18 from referrals
Contacted
31
74% contact rate
Appointments
12
39% of contacts
Unworked 48+ hrs
7
Needs reassignment review
New8
Alex Morgan
Caroline Reed
Attempting Contact11
Sam Carter
Taylor Nguyen
Qualified9
David Mitchell
Avery Brooks
Appointment Set6
Jamie Wilson
Priya Shah
Active Client14
Lauren Mitchell
Marcus Lee
AI FOLLOW-UP QUEUE
Highest-priority actions
72 HRS
Sam Carter — re-engagement required
Draft a concise text referencing the original Cedar Landing inquiry and offer two callback windows.
TODAY
David Mitchell — lender introduction
Send approved lender list and create Friday check-in task.
SOURCE PERFORMANCE
Turn a call into a follow-up package
Upload a call recording or rough notes; AI drafts the CRM summary, tasks, and outreach text.
The recording is included in this prototype. The text below is a demonstration transcript and must be replaced with a verified transcript before client use.
≈ 90 sec
From conversation to CRM-ready follow-up
Select “Generate Follow-Up Package” to run the demonstration.
AI-GENERATED OUTPUT
Lead summary
Contacts: David and Lauren Mitchell
Lead type: Relocation buyer with home-sale contingency
Target area: Fairhaven and nearby Rivermont-area communities
Budget: Approximately $650,000; flexible for strong fit
Timing: Fall relocation
Requirements: 4 bedrooms, home office, manageable commute
Concerns: Flood insurance, school logistics
Financing: Local lender not yet selected
Lead priority: Warm — clear criteria and timeline, but dependent on home sale
Recommended tasks
FRI
Send lender and insurance referrals
Include local contacts experienced with flood-risk review.
FRI
Send three sample listings
Four bedrooms, office potential, near preferred commute routes.
NEXT CALL
Clarify sale timeline and commute destination
Also confirm school requirements and down-payment range.
Draft text
David and Lauren — good speaking with you. I’ll send over a few representative homes, along with local lender and insurance contacts, by Friday. I’ll also include options that give you a better sense of commute and flood-insurance considerations. Once you’ve reviewed them, we can narrow the search and coordinate timing around the sale of your current home.
Listing Launch
4763 Sanders Avenue · Brookford
PROPERTY FACTS
Price$325,000
SizeApprox. 2,100 SF
Beds / baths4 / 2
Year built1960
LotApprox. 0.25 acre
RoofNewer metal
Potential duplex use is presented only as a verification opportunity. Zoning, permits, utilities, code compliance, and brokerage review are required before marketing that possibility.
Transaction Coordinator
17 Plantation Circle · Fairhaven
TRANSACTION SNAPSHOT
Mitchell purchase
Buyer: David & Lauren Mitchell
Contract price$510,000
ClosingAug. 28, 2026
AttorneyBennett & Cole, LLP
LenderRivermont Home Lending
All names, addresses, and firms shown here are fictional demo data.
AI RISK SUMMARY
Closing risk: Moderate
Closing is 23 days away. The title commitment is two business days overdue, and the lender has not confirmed receipt of the final homeowners-insurance binder. Appraisal is complete with no value issue. Inspection response has been signed. Recommended next step: request title status from Bennett & Cole, LLP today, copy the transaction coordinator, and ask the lender to confirm the insurance-binder deadline.
MILESTONE TIMELINE
Contract ratified
July 29 · Complete
Earnest money received
July 31 · Complete
Inspection response signed
August 4 · Complete
Appraisal complete
August 5 · At value
Title commitment
Due August 3 · Outstanding
Insurance binder
Pending lender confirmation
Final walkthrough
August 27 · Not scheduled
RESPONSIBILITY QUEUE
2 DAYS
Bennett & Cole, LLP
Confirm title commitment status
TODAY
Rivermont Home Lending
Confirm insurance binder receipt
THIS WEEK
Buyer agent
Schedule final walkthrough