The Library · By industry

AI agents for real estate brokerages

What a custom agent looks like inside a residential or commercial brokerage — the ten roles in your language, and what each plugs into in a business running a transaction management platform alongside the MLS and a CRM.

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A brokerage's administrative burden concentrates in two places: keeping agents responsive to leads that decay within minutes, and getting complete, compliant files closed on transactions that involve six parties and thirty documents. The first is a speed problem, the second is a chasing problem, and both are handled in most brokerages by a transaction coordinator with a checklist and a remarkable tolerance for follow-up.

What an agent plugs into here

The honest version of "does it integrate with my software." These are the systems this industry actually runs on, and what each one means for a build.

Dotloop / SkySlope / BrokermintTransaction management

Where the file lives — documents, signatures, checklists and compliance review through to close and commission disbursement.

MLSListing data

The source of listing and market data, with rules about how it may be used and redistributed that shape anything client-facing.

CRMLead and client management

Follow Up Boss, kvCORE, Sierra or similar, holding leads and the follow-up cadence that determines conversion.

Lead sourcesAcquisition

Portal leads, sign calls and web inquiries arriving continuously, where response within minutes is the difference between conversion and nothing.

E-signatureDocuments

Offers, addenda and disclosures, and the chase for signatures against contract deadlines.

Commission and accountingFinance

Splits, caps and disbursement, calculated per agent per transaction with rules that vary by agreement.

Compliance reviewBroker oversight

The broker's obligation to review complete files, usually a manual document-by-document check against a checklist.

The ten agents, in your language

Each of these is a real build, not a feature of a product you already pay for. Follow one through to see how it works in general.

The Follow-Up

Nothing you are owed gets dropped.

  • Leads that were never contacted, escalated by age
  • Documents outstanding on a file with a closing date approaching
  • Past clients at the point in the cycle where they typically move again

The Intake

Whatever arrives, in whatever format, becomes a clean record.

  • Portal and sign-call leads routed to an available agent immediately
  • Transaction documents arriving by email that belong in the file
  • Referral introductions from other brokerages

The Drafter

Writes the recurring document from your own past work.

  • Listing descriptions and marketing copy from the property details
  • Client updates explaining where a transaction stands and what is next
  • Offer summaries comparing terms for a seller

The Watcher

Knows what expires, renews or comes due — and says so first.

  • Contract contingency and inspection deadlines by transaction
  • License renewals and continuing education by agent
  • Listings approaching expiration without a renewal conversation

The Answer Desk

Answers from your own records, not from the internet.

  • "Where are we in the process?" — answered from the transaction file
  • What a contract clause obligates, asked by an agent under time pressure
  • Brokerage policy questions from newly licensed agents

The Scribe

The conversation becomes the record, without anyone typing it up.

  • The listing appointment becomes notes, follow-up and a pricing record
  • The showing feedback becomes a seller-facing summary

The Reporter

Assembles the recurring report from systems that do not talk.

  • Pipeline by stage and projected closings by month
  • Lead source performance and cost per closed transaction
  • Agent production and split position against cap

The Reconciler

Matches two sets of records and queues only the exceptions.

  • Commission disbursements against agent agreements and caps
  • Transaction files against the compliance checklist
  • Marketing spend against listings and lead volume

The Connector

Two systems that do not talk, now talking.

  • The CRM and the transaction management platform
  • MLS status changes flowing into the pipeline
  • Transaction close and accounting

The Gatekeeper

Applies your rules, escalates only what needs judgment.

  • File completeness checked before it reaches the broker for review
  • Commission and concession exceptions against brokerage policy
  • Whether an agent is licensed and current before a listing goes live

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