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Engineered With AI

AI Sales Agent

AI Sales Agent for Commercial Real Estate Firms

Your office, retail, and industrial listings on LoopNet, Crexi, and Buildout draw inquiries at every hour, then sit while your associates are out on tours or heads-down in underwriting.

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Answers availability inquiriesQualifies requirementsRuns in your CRE stack

We build an AI sales agent that answers each leasing or availability inquiry instantly, qualifies the requirement, and books the tour onto the right broker’s calendar.

Why CRE firms act now

Why Commercial Real Estate Firms Are Deploying AI Sales Agents

A commercial deal takes months to close, so firms treat every inbound inquiry as precious. The problem is that inquiries do not wait.

A tenant rep sourcing 30,000 square feet of office space emails five landlords the same afternoon, and the first firm to come back with the availability, the asking rent, and a tour slot is the one that gets in the door. Yet the broker who owns that listing is usually mid-tour, on a call with an existing client, or buried in a model.

The inquiry lands in a shared inbox and sits for a day. An AI sales agent answers it the moment it arrives, pulls the space details the inquirer asked for, works out what the requirement actually is, and puts a qualified prospect in front of the right broker before a competing building books the tour first.

The hidden leak

Requirements Lost While Brokers Are Heads-Down

In commercial real estate the money does not leak inside a deal, it leaks before the deal ever starts. An availability inquiry that waits eighteen hours has usually already toured two competing buildings.

A tenant rep who cannot get asking rent and floor plans quickly moves their client to a landlord who answers. Meanwhile your senior brokers are the bottleneck by design: the same people who close eight-figure investment sales are the ones a listing inquiry has to wait on.

Marketing budgets keep those listings live on CoStar and LoopNet regardless of whether anyone replies in time, and the requirements you paid to attract quietly become someone else’s signed lease.

What we build

What the CRE Sales Agent Covers

A production system built around how commercial firms field availability inquiries, qualify requirements, and protect senior broker time across leasing and investment sales.

Instant Inquiry Response

The agent replies to leasing and availability inquiries from LoopNet, Crexi, Buildout listing pages, your firm site, and email in seconds, at any hour, so a tenant rep shopping multiple buildings hears from you first.

Listing and Availability Answers

It returns the space facts an inquirer asks for: square footage available, asking rent per square foot,

Lease structure such as NNN or full-service, floor plates, ceiling heights, parking ratios, and target availability dates.

Requirement Qualification

It screens the requirement before a broker spends time on it: space size and use type, timeline and lease term, budget or rent range, expansion or relocation, and whether it is a leasing, buyer, or investment inquiry.

Property Tour Scheduling

It offers open windows and books property tours and investor walk-throughs straight onto the assigned broker or associate calendar, coordinates with tenant-rep brokers, and sends reminders to cut wasted trips.

Broker and Analyst Hand-off

It routes each qualified prospect by property type, submarket, or team, hands the analyst a clean brief for underwriting, and escalates the moment a conversation moves toward deal terms.

CRM and Database Sync

It runs inside Salesforce, VTS, Apto, ClientLook, or Rethink, and reads availability from Buildout and your CoStar-sourced records, writing every inquiry, tour, and stage back into your pipeline.

The payoff

What Changes Across the Firm

When every availability inquiry gets an instant, accurate reply and lands with the right broker already qualified, the listings your firm markets turn into more tours and more live requirements.

Senior brokers stop triaging a shared inbox and spend their hours on active deals, analysts get clean requirement briefs to underwrite, and principals finally see how quickly inquiries convert into pipeline across leasing and investment sales.

in seconds
first reply on every availability inquiry
24/7
coverage while brokers are touring or underwriting
every requirement
qualified and logged before a broker calls
How it works for commercial firms · 1 of 4

Answering availability inquiries with the space facts

A residential lead wants a showing. A commercial inquiry wants information first: how much space is available, what the asking rent is, how the lease is structured, and when the space delivers. If your firm cannot supply that quickly, the tenant rep moves on to a building that can. We build the agent to answer those questions the way a sharp leasing associate would, drawing on the availability and flyer data you keep in Buildout and your CoStar-sourced records.

For each listing it can return rentable square footage and divisibility, asking rent per square foot, the lease structure such as triple net, modified gross, or full-service, common-area charges, floor plates and ceiling heights, loading and parking ratios, and the target availability date. On investment listings it can share the marketing package basics such as building size, unit or tenant count, and where to request the offering memorandum, then route the serious inquirer to the broker running the sale.

  • ✓Square footage available, divisibility, and target delivery date
  • ✓Asking rent per square foot and lease structure: NNN, modified gross, or full-service
  • ✓Floor plates, ceiling heights, loading, and parking ratios
  • ✓Offering-memorandum requests routed to the broker on the investment listing
How it works for commercial firms · 2 of 4

Qualifying the requirement before a broker’s time

Senior brokers are the scarce resource in a commercial firm, so the agent does the qualifying work that decides whether an inquiry is worth their hour. It reads what the prospect actually needs and grades it before anyone picks up the phone, which keeps the listing desk from burning associate time on tire-kickers while a real requirement waits.

  • ✓Space requirement in square feet and the intended use: office, retail, industrial, or flex
  • ✓Timeline, desired lease term, and whether this is an expansion, relocation, or new location
  • ✓Budget or rent range, and for investors, target cap rate, asset class, and 1031 exchange deadlines
  • ✓Whether it is a tenant-rep, direct-tenant, buyer, or landlord-referral inquiry, so it routes correctly
How it works for commercial firms · 3 of 4

Connecting your databases and CRM

An agent that lives outside your pipeline gets ignored, so we wire it into the systems a commercial firm already runs. On the CRM side that means Salesforce, VTS, Apto, ClientLook, or Rethink, with every inquiry, contact, tour, requirement, and stage change written back in real time. Your brokers keep one record per prospect and your principals keep one dataset to report on across leasing and investment sales.

On the data side the agent reads current availability from Buildout and the property and comp records your firm sources from CoStar, so the space facts it quotes match what your marketing shows. It picks up inquiries from LoopNet, Crexi, Buildout listing pages, your firm website, and email, parses which building and suite the prospect is asking about, and carries the same thread across email, SMS, or a call, so context is never lost between the portal, the broker, and the CRM.

How it works for commercial firms · 4 of 4

The KPIs a principal watches, and where brokers take over

Commercial firms do not run on lead-count vanity metrics. They watch the numbers that decide whether a listing desk is healthy, and because the agent touches every inquiry the same way and records each step, those figures become visible by broker, submarket, and property type. That gives leadership a straight read on inquiry response time, how many inquiries become tours, how many tours become live requirements, and how much marketed pipeline each broker is carrying.

The agent respects the line that a licensed brokerage cannot cross. It captures, answers space questions, qualifies, and schedules. It does not negotiate lease terms, price a deal, opine on value, or make representations that belong to a licensed broker. The instant a conversation moves toward an LOI, a counter, or valuation, it hands off to the right broker with the full thread and a clean requirement brief attached, so the human closes the relationship and the firm keeps every deal decision where the license sits.

  • ✓Inquiry response time: median seconds from inquiry to first reply
  • ✓Inquiry-to-tour and tour-to-requirement conversion by broker and submarket
  • ✓Pipeline coverage and marketed availability aging across the portfolio
  • ✓Deal terms, LOIs, and valuation kept with licensed brokers, never the agent
Why Engineered With AI

Why CRE Firms Choose Engineered With AI

We are engineers who ship production systems for real inquiry volume, not scripted demos.

We understand how a commercial firm runs its listing desk, the databases and CRMs its brokers live in, and the difference between a leasing inquiry and an investment lead, and we build an agent that holds up when inquiries land across several markets at once.

Built for CRE workflows

Availability answers, requirement qualification, and tour coordination are core to the build, so the agent fits how leasing and investment-sales teams actually field inquiries rather than a residential portal script.

Runs inside your CRE stack

Everything reads from Buildout and your CoStar records and writes back into Salesforce, VTS, or Apto, so brokers keep working the pipeline they trust and nothing hides in a bolt-on tool.

Visibility for principals

Leadership gets inquiry response time, tour conversion, and pipeline coverage by broker, submarket, and property type, so decisions about listings and staffing rest on real numbers.

Deal terms stay with brokers

The agent captures, qualifies, and schedules. It never quotes final terms, prices a deal, or advises on value. Those decisions stay with your licensed brokers, and it hands off the moment a conversation needs one.

What our clients say

They automated the process work that was quietly eating our week. It runs now without anyone thinking about it, which is the only real test.
LaraibMedia @ MarsonsMarketing and technology
Our marketing operations are automated end to end. We brief the outcome and the workflow handles the rest.
MikaelaPresseoWeb design and SEO
They built the automation around how we actually work rather than making us change to fit a tool.
OusmanHiring FromOffshore staffing
Common questions

AI Sales Agents for CRE Firms: Your Questions Answered

How much does an AI sales agent for a commercial real estate firm cost?
A scoped build starts at $3,000, and deploy-and-manage runs from $2,500 per month covering monitoring, tuning, and support. Multi-market or multi-system rollouts are quoted as custom after a discovery call, where we size it to your inquiry volume, listing count, and team.
Can it answer availability questions like square footage, asking rent, and lease type?
Yes. It draws on the availability and flyer data you keep in Buildout and your CoStar-sourced records to return square footage available, asking rent per square foot, lease structure such as NNN or full-service, floor plates, parking ratios, and delivery dates, so a tenant rep gets real answers immediately.
Does it connect to Salesforce, VTS, or Apto?
Yes. We build it to run natively with Salesforce, VTS, Apto, ClientLook, and Rethink, and to read availability from Buildout, syncing every inquiry, contact, tour, and stage back into your pipeline so nothing sits in a separate tool your brokers ignore.
How does it qualify a commercial requirement?
It screens the space requirement in square feet, intended use across office, retail, industrial, or flex, timeline and lease term, budget or rent range, and whether the deal is an expansion, relocation, or investment purchase, then grades it so brokers get context before the first call.
Will it negotiate lease terms or advise on value?
No. The agent answers space questions, qualifies requirements, and books tours. It does not negotiate lease terms, price a deal, or opine on value, and it hands off to a licensed broker the moment a conversation moves toward an LOI, a counter, or valuation.
Does it handle leasing inquiries and investment-sales leads differently?
Yes. It recognizes whether an inquiry is a tenant-rep or direct leasing requirement or an investment-sales lead, then routes accordingly: leasing prospects get availability and tour scheduling, while qualified investors are pointed to the offering memorandum and the broker running the sale.
How does it schedule tours and coordinate with tenant reps?
It offers open windows and books property tours and investor walk-throughs onto the assigned broker or associate calendar, confirms with the tenant-rep broker where one is involved, and sends reminders, so trips are not wasted on unqualified or unconfirmed prospects.
What reporting do principals and leasing directors get?
You get inquiry response time, inquiry-to-tour and tour-to-requirement conversion, and pipeline coverage broken out by broker, submarket, and property type, so leadership sees which listings and which people are turning marketing into live commercial pipeline.

Turn Availability Inquiries Into Booked Tours

Book a discovery call and we will map how leasing and investment inquiries move through your firm today, where they stall, and the AI sales agent we would build to capture them.

Book a Discovery Call