LifeQuote.Tech is a high-performance backend solution engineered to process high-volume, multi-carrier life insurance quote requests directly through client websites. Hosted on dedicated Linux infrastructure, the platform powers automated quoting workflows for Midwest Life Brokerage Associates and its network of more than 300 affiliate agencies.
Performance & Efficiency Milestone
Prior to automation, preparing an insurance quote comparison took Midwest approximately 20 minutes per client. The custom application built by DCMSoft initially slashed that preparation time to under 5 seconds—and subsequent engine refactoring in 2023 further reduced response latency to just 2 seconds.
Technical Architecture & Integrations
Environment & Stack: Apache/Nginx, AWS EC2, CSS3, cURL, Google Charts, HTML5, JavaScript, jQuery, Linux, MediaStream / Web Audio API, MySQL/MariaDB, PHP, Plesk, Shell Scripting.
APIs & Data Feeds: api.video, COMPULIFE Life Quotes API, ConvertAPI (PDF Rendering), GoHighLevel CRM, OpenAI API (Whisper Dictation & Clinical Triage), Twilio SendGrid (Transactional Email), Weglot Translation API, XRAE Underwriting API.
Core System Architecture
The platform is organized into six core application modules that orchestrate the workflow from applicant intake to automated underwriting, real-time carrier rating, and electronic policy submission:
1. Client Intake & AI Underwriting Engine
The platform’s intake layer is anchored by Willie Pass, an intelligent conversational underwriting assistant designed for brokerage desks and field agents. It replaces manual data entry by extracting qualified risk profiles directly from freeform case notes, call transcripts, and live spoken audio:
- Voice & Audio Processing: Captures spoken microphone dictation in the browser via the MediaStream and Web Audio APIs, converting audio using the OpenAI Whisper API.
- Clinical Vector Mapping: Dynamically identifies and quantifies 26 medical conditions—from cardiac history and A1c readings to build and cancer staging—and compiles structured risk profiles for the XRAE Underwriting API.
- Automated Clinical Triage: Routes standard profiles to instant multi-carrier quoting, diverts uninsurable applicants to Guaranteed Issue (GIS), or locks complex health profiles to specialty carrier niches (such as Foresters Financial for elevated A1c).
2. Intake Controller & Lead Dispatch
Validates inbound intake payloads, initializes applicant customer records, and coordinates outbound data requests across quoting APIs. Concurrently, it creates a synchronized contact record inside the affiliate agency’s CRM (GoHighLevel) and dispatches instant email alerts containing contact details, selected coverage tiers, and a direct deep-link to the live comparison quote.
3. Core Quoting Engine & Rate Processor
The platform’s primary calculation and rating pipeline. Hosted behind high-speed cURL pipelines, it dispatches authenticated POST queries to the COMPULIFE Life Quotes API, validates returned carrier products against active client whitelist tables, and calculates projected rate adjustments if the applicant delays coverage by one year. It also manages automated multi-carrier requotes across table ratings and substandard risk classes supplied by XRAE.
4. Interactive Presentation Engine
Delivers tailored, high-conversion comparison interfaces matching the applicant’s product profile:
- Multi-Carrier Commercial Quoting: Shows AM Best financial ratings, modal payment breakdowns (annual, semi-annual, quarterly, monthly), carrier underwriting guides, instant PDF generation via ConvertAPI, and deep links to start carrier applications.
- FEGLI Government Employee Comparison: Projects year-over-year FEGLI Option B rate hikes against top commercial carriers over the applicant’s lifetime, complete with cumulative net savings calculations and dynamic Google Charts visualizations.
5. Digital Policy Application Manager
Facilitates end-to-end online policy applications. It pre-populates applicant parameters recorded during the quote phase, walks applicants through multi-step medical declarations, supports physician history and secure document uploads, captures electronic signature confirmations, and alerts agency staff the moment a policy request is completed.
6. Administrative Console & Carrier Mapping
A secure portal that empowers administrators to oversee affiliate broker accounts, toggle active carrier and product whitelists, inspect execution logs, test external API endpoints, and review customer submissions. Variable questionnaires and dynamic prompts are driven by centralized INI configuration files, enabling instantaneous policy workflow changes without code deployments.
