OrchestriAI
Real EstateMCP Development15-agent real estate brokerage, 2,400 contacts

AI That Actually Knows Your Leads: CRM-Connected Assistant for a Real Estate Team

40 minutes of daily CRM work replaced by 3–5 minute conversations. The team re-engaged 47 missed leads in the first month.

Verified client engagementBy Shariq Riaz ·

Engagement map

From operating problem to measured outcome

4 weeks delivery · 3 tools in the implementation stack

  1. 01
    0115-agent real estate brokerage, 2,400 contacts

    Challenge

    A 15-agent brokerage had 2,400 contacts in Follow Up Boss.

  2. 02
    02MCP server + Follow Up Boss

    What we built

    We built an MCP server connected to Follow Up Boss's API, deployed as an AI assistant integration.

  3. 03
    034 weeks

    Result

    Daily CRM tasks that took 40+ minutes now take 3–5 minutes of conversation.

Recorded outcomes

Daily CRM time
40 min → 3–5 minEngagement result
Leads re-engaged month 1
47Engagement result
Agent adoption
13 of 15Engagement result

Delivery timeline: 4 weeks. Metrics are shown in the same context as the published engagement.

Source providedVerified client engagement

Problem, implementation, outcome

01

Challenge

A 15-agent brokerage had 2,400 contacts in Follow Up Boss. The data was there, lead sources, communication history, property interests, last contact dates, but pulling actionable lists required knowing the CRM's filters, running searches, and doing it manually. Most agents used the CRM to log things but not to think with it. Pipeline opportunities were sitting in the database invisible.

02

What we built

We built an MCP server connected to Follow Up Boss's API, deployed as an AI assistant integration. Agents ask natural-language questions: 'Who from Zillow last year hasn't been contacted in 60 days?' or 'Show me buyers looking in the $600–800k range who were active in Q3.' The MCP pulls real data, formats a response with names, contact info, and conversation history. Follow-up drafts are generated from actual lead data and can be sent through the CRM.

03

Result

Daily CRM tasks that took 40+ minutes now take 3–5 minutes of conversation. The team re-engaged 47 leads in the first month that their pipeline reports had been missing entirely. 13 of 15 agents were using it daily within the first two weeks.

Implementation stack

MCP server
Follow Up Boss
Twilio
Delivery timeline: 4 weeks

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