Case Studies

Not sure where to start?

Here are some of the most common workflows real estate businesses are automating right now, organized by your role first, then your vertical.

How To Read This

Find your role below, Producers or Admins, then your vertical.

Or scroll through the whole ecosystem.

By role
Producers

For the people who produce the work.

Agents, loan officers, transaction coordinators, title officers and order desk staff, and property management reps. If you are the one doing the day-to-day work on each file, start here.

Agent · Team · Brokerage

Transaction workflow automation, MLS input, and milestone communication, set up for however you run production.

97%

of brokerage leaders say their agents are now using AI, up from 80% a year earlier

Delta Media Group, 2026 AI & Leadership Survey

32

median transaction sides for team-based agents in 2025 - each one needing its own coordination from contract to close

National Association of REALTORS®, 2026 Member Profile

Producer · Agent · Utah

MLS Listing Input

Problem

A solo agent running high transaction volume is retyping the same listing details into the MLS for every property, tracking buyer alerts by hand, and rebuilding CMA research from scratch each time.

Action

We set up guided MLS listing entry that checks each field as it goes, and make buyer alerts and CMA research a repeatable process.

Result

Every listing follows the same process, errors are caught as they are entered, and there is far less retyping.

Producer · Agents · Brokers · Teams

Milestone Communications

Problem

Buyer, seller, and agent updates at every contract milestone get missed or sent late, creating friction right when trust matters most.

Action

We set up milestone-triggered updates that fire automatically the moment a deadline hits, no manual tracking required.

Result

A common request from agents and teams, and an easy first project for you too.

Transaction Coordinator

High-volume, process-driven work, the kind that shouldn’t depend on anyone’s memory.

9

median transaction sides per agent in 2025 - every one needing full coordination, start to finish

National Association of REALTORS®, 2026 Member Profile

32

median transaction sides for team-based agents - nearly 4x the coordination load of a typical solo agent

National Association of REALTORS®, 2026 Member Profile

Producer · Transaction Coordinator

Contract-to-Close Automation

Problem

An independent TC managing 20+ simultaneous transactions is tracking deadlines, document requests, and buyer/seller updates entirely from memory.

Action

We set up an automated contract-to-close system: milestone triggers, document request sequences, deadline tracking, and update cadences that don't depend on anyone checking a spreadsheet.

Result

Status tracking stops being a daily chore, and every file runs the same way.

Producer · Transaction Coordinator

Document Collection & Tracking

Problem

Chasing missing docs and cure conditions is one of the biggest time sinks in TC work.

Action

We set up automatic follow-up that chases the paperwork before it becomes a bottleneck.

Result

A natural first project for a TC, and a strong candidate for yours.

Lending

Borrower updates and pipeline nurture that keep running whether or not you’re checking a screen.

80%+

of lenders are evaluating AI tools right now

The Mortgage Collaborative, June 2026 Pulse of the Network Survey

17%

have actually deployed AI in a live production workflow - a wide gap between interest and action

The Mortgage Collaborative, June 2026 Pulse of the Network Survey

Producer · Lending · Utah

Loan Pipeline System

Problem

A solo loan officer closing 8-12 loans monthly has no way to keep borrower updates and lead nurture running once referrals pick up and the pipeline gets busy.

Action

We set up an automated borrower communication system: condition checklists, milestone-triggered status updates, and a lead nurture sequence that keeps working without manual follow-up.

Result

The pipeline keeps moving even during the busiest months. It's available as a set of workflows any loan officer can request.

Producer · Lending

Borrower Communication

Problem

Milestone updates, condition checklists, and closing prep fall to manual status calls.

Action

We set up automatic updates sent the moment they're due.

Result

No more manual status calls, and the same relief for your pipeline.

Title

Present in every transaction, usually with the smallest tech budget in the room.

90%+

of title and escrow professionals have already adopted generative AI in some form

Qualia, 2025 State of AI in Title & Escrow

17%

of title and escrow organizations have formal AI security controls in place, even as adoption races ahead

Qualia, 2025 State of AI in Title & Escrow

Producer · Title

Order Status Updates

Problem

Agents and clients calling in for file status updates is a constant interruption for most title offices.

Action

We set up automatic status updates sent at every stage of the order, no manual calls required.

Result

A common first workflow for title offices, and one we're ready to implement for yours.

Producer · Title

Closing Coordination

Problem

Scheduling, confirmations, and day-of communications get handled differently every time, depending on who manages the file.

Action

We set up one consistent, automatic process for every closing.

Result

Handled the same way every time, no matter who's on the file.

Real Estate Adjacent

Stagers, photographers, inspectors, and other service businesses with the same admin problems.

71%

of home inspectors already use AI somewhere in their workflow

Spectora, 2026 Industry Report

8.8%

is the AI adoption rate for small businesses overall, across every industry - this corner of real estate is already running well ahead of it

U.S. Census Bureau, 2026 Business Trends and Outlook Survey

Producer · Real Estate Adjacent

Booking / Scheduling

Problem

Appointment intake, confirmation, and reminders are manual, easy to drop when things get busy.

Action

We set up automatic intake, confirmation, and reminders.

Result

A common first workflow for service businesses, and a natural first project for yours.

Got some ideas? Book an Introductory Call →

Admins

For the people who run the people who produce.

Owners, team leads, and managers. If your job is keeping the whole operation consistent, start here. Admins can bring Conveyance in as a Preferred Partner for their people, or as an Enterprise Project for the whole organization, scoped individually.

Agent · Team · Brokerage

Keeping every transaction on the same track, whether or not the team lead is in the room.

Admin · Brokerage · Team

Transaction Pipeline

Problem

A growing team managing 15+ active transactions simultaneously has no single system tracking timelines, milestones, or document collection: status lives in someone's head.

Action

We set up automated transaction coordination inside their existing CRM and Google Workspace: intake workflows, timeline tracking, and milestone-triggered communications to buyers and sellers.

Result

Every transaction runs the same way, whether or not the team lead is available to manage it personally.

Property Management

Vacancy turns and owner reporting: the admin that eats a coordinator’s whole week.

58%

of property management companies have adopted AI, up from 20% two years ago

Buildium & NARPM, 2026 Property Management Industry Report

31%

average portfolio growth for PM firms with broad AI adoption in 2026, vs. 12% for firms without it

AppFolio, 2026 Property Manager Benchmark Survey

Admin · Property Management

Vacancy Turn Coordination

Problem

A 50+ unit property management company is tracking every vacancy turn by hand: inspections, vendors, and make-ready status, with no consistent process from unit to unit.

Action

We set up a system that kicks off the moment a unit goes vacant: the inspection gets scheduled, vendors get dispatched, and make-ready status gets tracked automatically.

Result

The coordinator stops managing the coordination. The system does it. It's the Vacancy Turn Coordination workflow, available to any PM company.

Admin · Property Management

Owner Reporting

Problem

Monthly owner reports eat hours every cycle, built by hand from scattered data.

Action

We set up automatic report generation and delivery, pulling from what's already tracked.

Result

A common first workflow for PM companies, and likely a good starting point for you.

HOA / Community Mgmt

Violation tracking, dues collection, and homeowner communication: our newest vertical.

71%

of association managers, board members, and community leaders already use AI for some part of their work

Foundation for Community Association Research, 2025 AI Survey

29%

use AI daily, not just occasionally

Foundation for Community Association Research, 2025 AI Survey

Admin · HOA / Community Mgmt

Violation & Compliance Tracking

Problem

Notices, follow-up, and resolution tracking depend on someone remembering to check a spreadsheet.

Action

We set up automatic tracking and follow-up from notice to resolution.

Result

A common starting point for HOA management companies, and one we're ready to implement for you.

Admin · HOA / Community Mgmt

Assessment & Dues Collection

Problem

Billing, late notices, and payment follow-up are manual, cycle after cycle.

Action

We set up automatic billing and follow-up sent on schedule, every cycle.

Result

One of the first workflows most HOA management companies ask us to implement.

Real Estate Adjacent

Service business owners running booking, job status, and follow-up across a crew.

Admin · Real Estate Adjacent

Service Business Ops System

Problem

A real estate photography company shooting 30+ properties monthly has no consistent process for booking, job status, or post-project follow-up.

Action

We set up an automated booking, job status, and post-project review system: confirmation sequences, shoot-day reminders, delivery notifications, and a review request cadence.

Result

Every job ends with the same confirmations, delivery notice and review request, so happy clients are asked every time instead of when someone remembers.

Got some ideas? Book an Introductory Call →

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