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auto_awesomeFounder Notes

Practical delivery stories that feel human, not salesy.

This page is intentionally short and scan-friendly. Open any case to see context, decisions made under constraints, and outcomes that held up in operations — across website development, AI agents, and RAG-based analysis.

trending_upOutcome-focusedlight_modeClear and candid

At a Glance

29

Case studies

19

Industries

If you are evaluating partners, these pages should help you judge practical fit, not marketing polish.

Featured Case

Demand Forecasting for a Multi-Branch Retail Chain

Fixed stock-outs and overstock by deploying store-level demand intelligence.

Retail10 weeksRegional fashion retail group

What Made This Hard

Inventory plans were based on monthly averages and manager intuition, which caused repeated stock-outs in fast-moving categories and dead stock in seasonal lines.

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Showing 29 case studies

shopping_bagE-Commerce

Luxury E-Commerce Platform with AI Product Discovery

High-performance Shopify Plus rebuild with AI recommendations generating $2.3M additional revenue.

Client: Luxury fashion retailer

Scope: Shopify Plus, AI recommendations, faceted search, luxury UX

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rocket_launchSaaS

SaaS Platform Complete Rebrand & Performance Overhaul

Full Next.js rebuild with 3D animations, performance optimizations, and conversion rate improvements.

Client: B2B SaaS platform

Scope: Next.js rebuild, 3D product viz, Stripe trials, SEO migration

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business_centerEnterprise

Enterprise Intranet Portal for 2,500+ Employees

Built secure, searchable employee portal with custom workflows and real-time notifications.

Client: Multinational tech company

Scope: 2,500+ users, SSO, Elasticsearch, SAP & Teams integrations

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star_rateStartup

VC-Backed Startup Landing Page Generating $5M in Funding

High-converting landing page with interactive demos that attracted Series A investors.

Client: AI startup (Series A)

Scope: Interactive demos, investor deck integration, lead capture

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restaurantHospitality

Restaurant Group Online Ordering System Boosting Revenue 156%

Built integrated website with online ordering, real-time kitchen display, and delivery management.

Client: Regional restaurant group

Scope: Online ordering, table booking, menu CMS, 12 locations

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smart_toyFintech

AI Sales Agent Generating $8.7M in Qualified Leads Annually

Built conversational AI agent that qualifies leads, books demos, and follows up automatically.

Client: Digital payments company

Scope: Outbound AI SDR, CRM sync, 40K+ leads qualified monthly

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call_receivedHealthcare

AI Voice Receptionist Handling 4,200 Calls Monthly

Deployed multi-language voice AI handling appointment bookings, insurance verification, and triage.

Client: Multi-clinic healthcare group

Scope: Voice AI, EHR scheduling, 4,200 bookings/month

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support_agentSaaS

AI Customer Support Agent Resolving 78% of Tickets Automatically

Built intelligent chatbot using RAG that answers 78% of support questions without human intervention.

Client: B2B software company

Scope: Multi-channel support bot, 85% auto-resolution rate

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dialer_sipB2B Sales

AI Prospecting Dialer Making 1,200 Calls Daily with 42% Connect Rate

Built AI outbound dialer that qualifies leads, books appointments, and sounds completely human.

Client: Enterprise sales team

Scope: AI dialer, call scoring, CRM pipeline automation

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WhatsApp AI Business Assistant Handling 8,500+ Messages Daily

Built WhatsApp chatbot answering product questions, processing orders, and managing returns.

Client: Consumer electronics retailer

Scope: WhatsApp commerce, order tracking, 24/7 customer service

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groupsEnterprise

AI HR Assistant Reducing HR Support Workload by 65%

Built intelligent HR chatbot handling employee questions, benefits, policies, and onboarding.

Client: 1,200-employee manufacturer

Scope: HR policy Q&A, leave requests, onboarding automation

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Legal Document Analysis RAG System Saving Lawyers 40 Hours Weekly

Built RAG system analyzing 10,000+ legal documents for relevance, precedent, and compliance.

Client: Mid-size law firm

Scope: 500K+ documents, contract analysis, clause extraction

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trending_upFinance

Investment Analysis RAG System Processing 500K Documents Daily

Built RAG system analyzing SEC filings, earnings calls, and market data for investment analysis.

Client: Investment advisory firm

Scope: SEC filings, earnings reports, portfolio research assistant

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factoryManufacturing

Manufacturing Quality Control RAG Reducing Defects by 68%

Built RAG system analyzing quality logs, maintenance records, and equipment data for defect prevention.

Client: Automotive parts supplier

Scope: Quality manuals, SOP search, defect pattern analysis

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local_shippingLogistics

Supply Chain Optimization Reducing Logistics Costs by $3.8M

Built AI system optimizing routes, inventory, and warehouse allocation across 15 distribution centers.

Client: Regional logistics operator

Scope: Route optimization, inventory forecasting, supplier scoring

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precision_manufacturingManufacturing

Industrial Predictive Maintenance Preventing $8.2M in Equipment Failures

Built ML system predicting equipment failures 30 days in advance with 94% accuracy.

Client: Industrial equipment manufacturer

Scope: Sensor data, failure prediction, maintenance scheduling

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shopping_cartRetail

AI Pricing Optimization Increasing Profit Margin by $6.4M

Built ML system optimizing prices across 12,000 products based on demand, competition, and inventory.

Client: Regional fashion retail group

Scope: Dynamic pricing, competitor monitoring, margin optimization

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trending_downSaaS

Customer Churn Prediction Retaining $12.3M ARR

Built ML model predicting churn 90 days in advance, enabling targeted retention campaigns.

Client: B2B SaaS company

Scope: 2,400 customers, 90-day churn prediction, CRM interventions

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apartmentReal Estate

Real Estate Portal with 3D Virtual Tours & Lead Routing

Built a high-conversion property portal with immersive 3D tours and automated lead routing to agents.

Client: Property development firm

Scope: 3D virtual tours, MLS sync, mortgage calculator, lead routing

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schoolEducation

EdTech Learning Platform for 8,000+ Active Students

Custom LMS with video streaming, progress tracking, and cohort-based enrollment flows.

Client: Online education provider

Scope: LMS, video streaming, progress tracking, 8,000 students

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volunteer_activismNonprofit

Nonprofit Donation Platform with Recurring Giving Dashboards

Rebuilt donation experience with recurring giving, impact tracking, and multilingual support.

Client: International charity

Scope: Donation flows, recurring giving, impact dashboards

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policyInsurance

Insurance Claims Intake Agent with Document Extraction

AI agent automates first notice of loss, extracts policy data, and routes claims to adjusters.

Client: Regional insurance provider

Scope: Claims intake, document extraction, adjuster routing

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local_shippingE-Commerce

E-Commerce Order Tracking & Returns AI Agent

Omnichannel AI agent handles order status, returns, exchanges, and personalized upsells.

Client: DTC lifestyle brand

Scope: Order status, returns, upsell recommendations via chat

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real_estate_agentReal Estate

Real Estate Lead Qualification & Viewing Scheduler Agent

AI agent qualifies inbound leads, enriches CRM data, and books property viewings automatically.

Client: Commercial brokerage

Scope: Lead qualification, viewing scheduler, CRM enrichment

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medical_servicesHealthcare

Clinical Guidelines RAG Assistant for Hospital Network

RAG system surfaces clinical guidelines, drug interactions, and protocol answers for physicians.

Client: Hospital network

Scope: Clinical guidelines, drug interactions, physician Q&A

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Banking Compliance Policy RAG with Audit Trail

RAG knowledge base for regulatory policies with full query audit trails for compliance teams.

Client: Mid-size digital bank

Scope: Regulatory docs, policy search, audit trail logging

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Engineering Documentation RAG for Developer Onboarding

Unified RAG over API docs, architecture wikis, and runbooks to accelerate developer onboarding.

Client: Developer tools company

Scope: API docs, architecture wikis, onboarding knowledge base

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inventory_2Retail

Demand Forecasting for a Multi-Branch Retail Chain

Fixed stock-outs and overstock by deploying store-level demand intelligence.

Client: Regional fashion retail group

Scope: 42 stores, 7 product categories, 18 months of transaction data

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securityFintech

Fraud Triage Automation for Digital Payments

Reduced fraud review backlog using AI-assisted prioritization and identity document analysis.

Client: Digital payments company

Scope: Transaction scoring, identity docs, watchlist checks

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