The Ghost Assistant turns communication into structured action

This layer reads the CRM’s communication history and transforms unstructured messages, calls, notes, and documents into intent, context, summaries, tasks, scores, and recommendations.

Business outcome

Agents spend less time reading and typing, managers get better prioritization, and prospects receive faster, more relevant follow-up.

Operating principle

AI starts as assistive: it drafts, summarizes, recommends, and flags—but human review remains available for sensitive or high-risk actions.

Planned AI feature set

FeatureWhat it doesValue
Intent RecognitionClassifies inbound messages such as pricing, tour request, availability, pet policy, urgent need, complaint, or follow-up.Routes attention faster and helps the system draft context-aware responses.
Response DraftingCreates SMS/email drafts using guest card history, property context, approved templates, and recent conversation.Speeds up follow-up while keeping the agent in control.
Communication SummariesSummarizes SMS threads, email chains, calls, and guest-card conversations.Improves handoff and reduces time spent reading old records.
Task SuggestionsDetects commitments such as “I’ll send pricing tomorrow” and suggests a task.Reduces missed follow-ups and improves accountability.
Lead ScoringClassifies leads as Hot/Warm/Cold with reason codes and trend direction.Helps agents prioritize the right leads first.
OCRExtracts contact information from business cards or uploaded documents.Improves referrer/contact capture and reduces manual entry.
Morning BriefSummarizes new activity since last login.Gives agents a prioritized start to the day.

Example AI flow

Inbound message

“Do you allow dogs and can I tour tomorrow?”

AI understanding

Intent: pet policy + tour request. Confidence: high.

Agent-ready action

Draft response plus optional appointment task.

Feature controls

AI Off

Customer uses Journey as a traditional CRM.

Assistive AI

AI suggests drafts, summaries, tasks, and scores with human review.

Automation-ready

Selected workflows can become automated after rules and governance mature.