Engineered Work & Proven Enterprise Outcomes
Explore technical case studies and software implementations delivered by Sbortix across artificial intelligence, digital growth marketing, and web software engineering.
Agentic Sales Assistant & Lead Qualifier
Built an autonomous 24/7 AI sales agent that engages inbound web visitors, qualifies target accounts through multi-turn domain dialogue, and schedules discovery calls directly into CRM calendars.
Sales reps spent 18+ hours weekly manually qualifying raw leads, causing 60% of inquiries to drop off.
Deployed a 24/7 RAG-powered AI sales assistant connected to HubSpot and Outlook Calendar.
⚡ 3.4x increase in qualified lead conversion with <0.4s response speed.
Predictive Lead Scoring Engine
Machine learning predictive pipeline processing 500,000+ historical deal logs to assign live purchase probability scores to incoming inbound leads in real time.
Ad spend was wasted on low-probability prospects due to manual lead prioritization.
Engineered a real-time XGBoost scoring pipeline integrated into Snowflake and BigQuery.
⚡ 42% reduction in customer acquisition cost (CAC) and 99.4% scoring accuracy.
Full-Funnel Growth & Attribution Engine
Engineered a data-driven programmatic SEO architecture generating 1,200+ location-specific landing pages paired with unified multi-channel paid acquisition modeling.
Fragmented ad campaigns with zero unified ROI attribution across paid and organic channels.
Built 1,200+ programmatic SEO landing pages and a unified multi-touch revenue attribution model.
⚡ +280% organic traffic surge and 4.2x average return on ad spend (ROAS).
AI Document Intelligence Platform
Automated computer vision and LLM document extraction pipeline parsing vendor invoices, shipping bills, and customs manifests with instant ERP reconciliation.
12,000+ monthly shipping invoices processed manually, leading to data errors and delayed vendor payments.
Implemented an automated OCR + LLM document extraction pipeline with instant ERP sync.
⚡ 85% reduction in manual data entry overhead and 99.8% extraction accuracy.
Enterprise FinTech Core Platform
Complete enterprise web platform re-architecture with custom design system tokens, sub-second page rendering, and WCAG AAA accessibility compliance.
Legacy banking dashboard suffered from high bounce rates and 4.2-second page load times.
Re-architected on Next.js App Router with custom design system tokens and edge caching.
⚡ Sub-0.6s page load speed and 99.99% operational uptime.
Algorithmic Paid Acquisition Engine
Automated paid campaign optimization suite adjusting multi-channel ad bidding in real-time based on live product inventory levels and margin thresholds.
Ad campaigns ran on out-of-stock items, burning budget during inventory supply gaps.
Connected ad bid management directly to live inventory database triggers.
⚡ -35% lower cost per acquisition and 3.8x baseline ROAS lift.
How We Build & Deploy Enterprise Systems
Every client engagement follows a disciplined four-stage engineering framework.
Technical Audit
Deep-dive evaluation of existing data pipelines, marketing channels, and workflow bottlenecks.
System Architecture
Custom AI model selection, design token system creation, and database schema mapping.
Production Deployment
CI/CD deployment to your private cloud environment with full integration testing.
Continuous Scaling
Automated monitoring, model retraining, and conversion optimization loops.
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