Lead summaries
AI lead summaries generate a concise rundown from profile, preferences, activities, opportunities, notes, and score history.
AI Lead Intelligence
The AI real estate CRM that reads every lead for you
IRM365 is the AI real estate CRM with opt-in helpers for lead context: generate concise lead summaries, draft lead emails, and create general-purpose lead notes or talking points. Rule-based scoring remains transparent and configurable, while every AI output stays review-first before agents use it with customers.
Feature Workflow
What this module helps your team do
A quick map before the detailed product proof. Jump to the area that matters most.
The Lead Intelligence Workspace
Context, score, history, and AI assistance on the lead record.
AI reads the lead profile, preferences, activity timeline, linked opportunities, and score history to produce a quick summary — while agents still verify the actual record before sending or acting.
SummaryEmail DraftLead DraftScoreReview
app.irm365.com/leads/LEAD-476165
01AI Summaries
Catch up on a lead in seconds, not ten clicks
When an agent inherits or opens a lead, AI can summarize the known context: who the customer is, what they want, what happened recently, what opportunities are linked, and why the lead may be worth attention. The output is generated on demand and can be copied, regenerated, or closed.
- Reads lead profile, preferences, activity timeline, linked opportunities, notes, and score history
- Returns a short summary after a server-side AI request, typically within a few seconds
- Highlights budget, property interest, timeline, recent activity, and useful next context
- Copy or regenerate the summary without replacing the underlying lead data
app.irm365.com/leads/LEAD-476165/ai-summary
02Draft Assistance
Draft the follow-up faster, then edit before sending
AI can draft a personalized email using the lead's current stage and known context. Agents can choose a purpose, review the subject and body, correct any detail, then copy or send through configured email actions where available. The AI is a starting point — not an automatic sender. Personal Gmail and Outlook sending connectors are planned.
- Draft email follow-ups for introduction, viewing follow-up, proposal, re-engagement, or custom purposes
- Create general lead drafts such as talking points, internal notes, and activity descriptions
- Edit wording, tone, property references, dates, and calls to action before use
- Verify unit numbers, project names, prices, and dates because AI can hallucinate details
app.irm365.com/leads/LEAD-476165/draft-email
03Scoring & Guardrails
Keep prioritization explainable while AI stays assistive
Lead prioritization in IRM365 is not a black-box AI score. Scores come from active scoring rules your admins configure — points can be added or subtracted by source, budget, timeline, priority, status, category, and other fields. AI helps explain and draft around the context, while the rules remain auditable.
- Create positive or negative scoring rules by category, field, condition, value, and points
- Run scoring when leads are created, preferences are captured, key fields update, or scores are recalculated
- Sort and inspect scores instead of trusting an opaque recommendation
- Use AI only after tenant opt-in; lead PII may be sent to the configured LLM provider
app.irm365.com/marketing/lead-scoring-rules
Capabilities
Everything inside AI lead assistance
Fast context and better first drafts — with transparent scoring and human control preserved.
Email drafts
AI email drafts for real estate generate a subject line and body tailored to the lead stage and known context, ready for review and editing.
General lead drafts
Create talking points, internal notes, activity descriptions, or quick summaries for working a lead.
Rule-based scoring
Instead of opaque AI lead scoring, the lead score is calculated from configurable rules — source, budget, timeline, preferences, and other fields.
Review-first output
AI can be wrong, so agents review, edit, copy, regenerate, or discard before anything reaches a customer.
Tenant-controlled AI
AI is off by default and only appears when tenant configuration enables it for teams with lead access.
FAQ
Frequently asked questions
IRM365 uses AI in two specific ways. First, AI reads each lead's full history — profile, activity timeline, and linked opportunities — and generates a short summary with engagement highlights and a quality assessment. Second, AI drafts personalized follow-up messages in email, WhatsApp, and SMS formats based on the lead's context. Both features are live and used daily by real estate teams.
Continue the workflow
Related features
IRM365 modules are connected. Explore the next capabilities that usually sit beside this feature in a real brokerage workflow.
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