LeadConverter

Overview

The LeadConverter is an AI-powered CRM automation agent that transforms qualified leads in EspoCRM into fully-formed Accounts, Contacts, and Opportunities with zero manual effort. It monitors lead qualification scores and stages in real time, intelligently enriches opportunity attributes using AI analysis, and instantly notifies sales reps via Slack — ensuring qualified prospects move through your pipeline without delay.

How It Works

1. List Records (EspoCRM) — Automatically fetches all Leads with qualification scores above 70 or stage set to "Qualified" that haven't yet been converted, using filtered queries and pagination.
2. Get Record (EspoCRM) — Retrieves the complete Lead record details including name, email, company, enrichment data, and custom notes for comprehensive context.
3. Analyze with Claude Haiku — Uses AI to intelligently determine the optimal Opportunity name, estimated deal value, and pipeline stage based on lead information and industry context.
4. Convert Lead (EspoCRM) — Executes a single conversion operation that simultaneously creates linked Account, Contact, and Opportunity records from the Lead data.
5. Update Record (EspoCRM) — Populates the newly created Opportunity with AI-derived estimated value, projected close date, and appropriate sales stage.
6. Create Stream Post (EspoCRM) — Adds a structured conversion note to the Opportunity's activity stream with initial qualification summary and metadata.
7. Send Message (Slack) — Sends a direct notification to the assigned sales rep with a clickable link to the new Opportunity for immediate action.

Key Features

• Automated Lead Qualification — Continuously monitors EspoCRM for leads meeting qualification thresholds, eliminating manual review and delayed conversions
• Intelligent Opportunity Intelligence — Uses Claude AI to derive realistic opportunity values and naming conventions based on lead context and enrichment data
• Single-Step Lead Conversion — Converts a Lead into Account, Contact, and Opportunity simultaneously, maintaining data integrity and reducing manual data entry
• Real-Time Sales Rep Alerts — Instantly notifies assigned representatives via Slack with direct links, enabling faster pipeline progression and deal engagement
• Complete Activity Documentation — Automatically logs conversion details in the Opportunity stream, creating an audit trail and preserving qualification context

Use Cases

• Enterprise B2B Sales Teams — Automatically qualify and convert inbound leads from marketing campaigns, ensuring sales reps focus on high-value opportunities rather than administrative lead processing
• SaaS Sales Operations — Convert product-qualified leads (PQLs) that meet scoring thresholds into sales opportunities with AI-estimated contract values and close dates
• Multi-Channel Lead Management — Coordinate lead conversion across EspoCRM from various sources (web forms, API integrations, imports), ensuring consistent conversion logic and account structure
• Sales Velocity Optimization — Reduce time-to-first-contact by automatically notifying reps of converted opportunities with pre-populated details, accelerating deal progression and improving win rates