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PROJECT/AI / Sales Automation

AI Lead Qualification System

An AI-powered system designed to evaluate and qualify incoming leads before they reach a sales team.

01 / CONTEXT

Overview

An AI-powered qualification engine developed by Hisako to systematically assess inbound prospect inquiries against structured business criteria before routing them to sales representatives.

02 / CHALLENGE

The Operational Problem

Inbound sales pipelines often receive heterogeneous inquiries ranging from spam submissions to high-priority enterprise briefs. Manually triaging and verifying inbound leads creates operational delays and diverts sales bandwidth away from high-priority discussions.

03 / ARCHITECTURE

Engineering Approach

We architected an asynchronous evaluation pipeline triggered upon form submission or email ingestion. The system enriches applicant records with publicly verifiable company metadata and evaluates intent, budget parameters, and technical fit against predefined rule models.

04 / DEPLOYMENT

The Solution Delivered

An automated qualification pipeline that parses incoming inquiries, enriches domain records, evaluates technical and commercial alignment, assigns structured priority rankings, and routes qualified briefs directly to designated account representatives.

SYSTEM PIPELINE

Conceptual Workflow Topology

01

Lead Ingestion

Inbound form submission or email brief received

02

Data Collection

Domain extraction and corporate metadata lookup

03

AI Analysis

Intent, scope and technical parameter parsing

04

Qualification

Criteria scoring against ICP rule definitions

05

Priority Assignment

Tier classification and routing urgency

06

Sales Team Handoff

Brief delivered to designated account owner

05 / CAPABILITIES

Core System Capabilities

Automated inbound inquiry parsing
Domain and organization metadata enrichment
Intent and technical fit assessment
Dynamic lead scoring and priority assignment
Intelligent routing to designated account representatives
Real-time CRM synchronization and audit trail
06 / STACK

Technologies & Tools

TypeScriptNode.jsPythonPostgreSQLRedis QueuesWebhook IngestionLLM Evaluation Pipelines
07 / SYSTEM INTERFACES

Architecture & Interface Gallery

Inbound Pipeline Triage & Scoring Console

Lead Analysis & Parameter Evaluation Inspector

Rule Engine & Routing Configuration Matrix

CONTACT/GET IN TOUCH

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