Automated Lead Intake & Qualification · Artemis · Smith & D'Arruda
Artemis Operating Layer · Smith & D'Arruda

Automated Lead Intake & Qualification

Eliminating Front-End Bottlenecks

Front-end lead acquisition in financial services is frequently bottlenecked by manual phone calls, delayed follow-up times, and inconsistent qualification processes. This module details how Artemis automates the entire intake pipeline — moving seamlessly from raw lead acquisition to intelligent opportunity routing. By deploying continuous voice automation, real-time transcription, reasoning algorithms, and rule-based orchestration, Artemis converts fragmented initial inquiries into structured, actionable business intelligence.

Architecture

The Intake Pipeline

01

Voice Interactions

Inbound & Outbound Telephony

Artemis acts as the primary calling engine for the firm's front-end operation, taking immediate action on incoming leads and inquiries.

  • Outbound Speed-to-Contact The moment a lead is received or supplied into the system, Artemis automatically initiates outbound call sequences to contact the prospect without delay.
  • Inbound Call Handling Returns calls and manages inbound inquiries directly, eliminating missed calls and phone tag bottlenecks.
  • Automated Telephony Operates on an integrated voice architecture that manages phone volume, telephony networks, and calling workflows continuously.
  • Manual Work Reduction Drastically reduces manual calling hours for human staff, allowing team members to focus on high-value client operations.
02

Screening & Capture

Real-Time Dialogue Processing

Once connected, Artemis manages the initial dialogue using business-specific rules, converting spoken conversation into durable information.

  • Customized Firm Screening Executes the firm's specific initial screening questions to ensure complete consistency across every prospect interaction.
  • Live Audio Transcription Captures and transcribes spoken interactions in real time, converting raw audio into clear, text-based data.
  • Durable Information Capture Stores the conversation transcript securely as durable data that serves as the permanent record for the prospective relationship.
  • Structured Intake Replaces informal intake notes with structured, repeatable data collection.
03

Reasoning & Scoring

Contextual Opportunity Evaluation

After capturing the conversation transcript, Artemis applies its reasoning layer to interpret dialogue and evaluate the quality of the lead.

  • Contextual Intelligence Analyzes the raw conversation context rather than relying solely on rigid keywords or basic form fills.
  • Signal Identification Scans dialogue to extract relevant financial signals, operational bottlenecks, prospect needs, and timeline indicators.
  • Standardized Qualification Scoring Produces a firm-specific qualification and opportunity score that prioritizes leads systematically according to the firm's unique growth model.
  • Objective Evaluation Eliminates subjective advisor bias during initial qualification, applying identical screening logic to every prospect.
04

Orchestration & Routing

Rule-Based Opportunity Alignment

Once a prospective lead is qualified and scored, Artemis orchestrates the handoff by routing the opportunity to the correct team member.

  • Rule-Based Routing Directs opportunities to Advisor A, Advisor B, Advisor C, or specific internal workflows based on the firm's alignment criteria.
  • Alignment Matching Aligns prospects with advisors based on factors such as prospect asset size, advisor specialty, geographic location, or team capacity.
  • Workflow Automation Sends the qualified opportunity seamlessly into downstream systems without manual re-entry or administrative delays.
  • Preparation Handoff Sets up the precise context needed for the intelligence briefing layer, ensuring a smooth transition to the human advisor.