Case Studies & Portfolio
Work — AI, Data Engineering
& Commerce Builds. Named.
Named clients across AI & Data Engineering, custom platform builds and 1,000+ ecommerce stores since 2008. Platforms: X-Cart, Shopify, WooCommerce, Magento, BigCommerce.
No case study without a specific outcome
Featured Case Studies
AI & Data Engineering.
Named outcomes.
Across Events, Marketplaces, E-Commerce and AI & Data Engineering. Each names the client, what was built and what runs in production.
Client Project — Events Industry
Event Intelligence Platform — 45-Source Data Aggregation
A client in the events data industry required a platform to aggregate, normalise and publish structured event data across 45 different source types — web scraping, API feeds, manual submissions and partner data exchanges. MercuryMinds built the full platform: ingestion pipeline, normalisation layer, deduplication engine, structured data storage and publisher API. Live in production, processing thousands of events per month.
Stack: Apache Kafka · Python data pipelines · PostgreSQL · REST API
Outcome
45 data sources connected · live production · thousands of events/month
BoothMaven — Trade Show Lead Capture
Exhibitor Intelligence Platform — Live Booth Visitor Analysis
BoothMaven is a trade show exhibitor intelligence platform for the US, Canadian and UK markets. Computer vision pipeline for visitor behaviour tracking (foot traffic, dwell time, age/gender demographics), staff engagement analytics, real-time Metabase dashboards and AWS SageMaker model training.
Stack: Boto3 · OpenCV · PyTorch · TensorFlow · AWS SageMaker · MongoDB · Metabase
Outcome
Live computer vision · real-time booth analytics · visitor + staff intelligence
DocuExtractor — Document Intelligence Library
Document Intelligence Library for LLMs — ORM-Style Document Workflows
Document Intelligence library for LLMs offering ORM-style interaction for flexible document workflows. Supports Tesseract OCR, Azure Form Recognizer, AWS Textract and Google Document AI. Advanced classification, splitting strategies and integration with OpenAI, Anthropic and Cohere.
Stack: Apache Kafka · Laravel · Metabase · Tesseract OCR · Azure Form Recognizer · AWS Textract
Outcome
Multi-source document ingestion · ORM-style LLM integration · production library
Enterprise Client — ReportsGPT
ReportsGPT — ChatGPT-Like Experience Over Enterprise Data
ChatGPT-like interface over proprietary enterprise data using the Retrieval Augmented Generation pattern. Azure OpenAI Service (gpt-35-turbo) + Azure AI Search for data indexing and retrieval. Natural language querying of years of internal reports and operational data.
Stack: NextJS · Azure OpenAI (gpt-35-turbo) · Azure AI Search · RAG architecture
Outcome
RAG over enterprise data · natural language querying · in production
Client Project — Retail Chain
Payment Reconciliation Platform — Real-Time Multi-Channel Processing
Real-time data reconciliation platform for payment transactions across Cash, Credit Card, Debit Card and Digital Wallet channels. Rule-based reconciliation between all stakeholders (Store, Intermediary, Regulator, Banks) with real-time dashboard of transactions pending reconciliation.
Stack: Apache Kafka · Laravel (CMS & API) · Metabase (Dashboard)
Outcome
Real-time reconciliation · 4 payment channels · 4 stakeholder tiers
Client Project — Technology Company
AI-Powered News Aggregator — Competitor Intelligence at Scale
Continuous competitor monitoring system — n8n workflow aggregating tech news from multiple RSS sources, filtering for AI-related content, and using OpenAI GPT-4o-mini to generate structured intelligence articles automatically. Runs continuously in production.
Stack: n8n (workflow automation) · OpenAI GPT-4o-mini · ReactJS (UI)
Outcome
Automated competitor monitoring · multi-source RSS · AI-generated intelligence
Custom Platform Builds
Beyond ecommerce.
Bespoke platforms built to spec.
Marketplace platforms, portals and workflow systems built for clients outside the standard ecommerce stack.
5GX Global
Real estate property valuation application. Property valuators manage field visits and the full approval process workflow — from initial inspection to final sign-off.
Delivered for BrandWaves
OneResi
Complete property management system for residential communities — web portal for management teams and mobile app for residents, covering daily operations from maintenance requests to communications.
MedicalCentre.co.nz
Custom portal connecting patients with healthcare coaches in New Zealand. Includes coach search and discovery, appointment booking, appointment management, profile management and an invoicing system.
BST Digital
Long-term agency partnership — multiple commercial vehicle websites and digital projects delivered across the BST Digital client portfolio.
HGVTraders
UK commercial vehicle marketplace — multi-dealer listing management, advanced search by vehicle type and specification, dealer dashboards and enquiry routing.
Century 21 St Maarten
Caribbean real estate marketplace — multi-agent listing management, map-based property search, agent profiles and buyer lead routing.
Ecommerce Client Builds
1,000+ stores built.
A selection of named clients below.
MercuryMinds has built more than 1,000 stores since 2008 — across Shopify, X-Cart, WooCommerce, Magento, BigCommerce and WordPress. The clients shown here are a selection of projects where we have permission to share the name. They represent the range, not the volume.
PackitGourmet
BigCommerceFood & Outdoor
AirComponents
WooCommerceIndustrial
Texas Food
X-CartFood & Grocery
Footminders
ShopifyHealthcare
Headset.com
X-CartElectronics
VigorFit
X-CartFitness
Fast Growing Trees
ShopifyGarden & Outdoors
Hardware by Design
ShopifyHome & Hardware
KarlAnn Wholesale
X-CartFashion
K9 Electronics
WooCommerceElectronics
3D Products
ShopifyIndustrial
OzBongs
X-CartRetail
BeadsOnline
X-CartCrafts & Jewellery
K&G Cycles
ShopifyAutomotive
Hyatt Gun Store
X-CartSporting Goods
CompressionSale
ShopifyHealthcare
UniqueTracks
X-CartEntertainment
TST Industries
ShopifyIndustrial
Q4 Industries
WordPressIndustrial
British Customs
ShopifyAutomotive
ShieldTech Security
X-CartSecurity
Monark Golf
X-CartSports
Meteorites For Sale
WooCommerceCollectibles
StickerCity
ShopifyPrint & Design
MagicSupply
X-CartEntertainment
GivingBean
WordPress & X-CartFood & Gifts
Advanti
X-CartAutomotive
PharmacyDirect
X-CartHealthcare
Lifestyle Blinds
X-CartHome & Interiors
MV Commercial
X-CartAutomotive
Netmeds
X-CartHealthcare
MallThai
X-CartMarketplace
Pothys
X-CartFashion & Textiles
BIG Laundry
X-CartHome Services
The Shaving Shack
X-CartGrooming
MyGSM
X-CartElectronics
On Balance Australia
X-CartProfessional Equip.
TachyLoans
CustomFinancial Services
Bedstar
X-CartHome & Furniture
Modterior
WordPressHome & Interiors
AsonBuy
MagentoGeneral Retail
EzeAssist
Custom SaaSBusiness Software
Absolute Cigars
X-CartRetail
FreshOnly
X-CartFood & Grocery
PASX
X-CartRetail
Showing all 45 clients
Client Testimonials — Video
In their own words.
Unscripted.
Two clients recorded their experience working with MercuryMinds. No brief from us.
Praveen Krishnam — CEO & Founder, Tech Momenta
Customer Engagement SaaS product development — client testimonial
Brahma Mahesh — CEO, TachyLoans
Platform build & data engineering — client testimonial
Client Testimonials — Written
What clients say
after the project closes.
We have engaged MercuryMinds for development of MVP of Customer Engagement SaaS product. We have chosen MercuryMinds based on their past and relevant experience in building products. MercuryMinds have not only involved regular Product and Project Management activities but also provides value add in terms of functional discussions and improvizations. Being a SaaS product, we had several engaging discussions on developing configurable product. Thanks to Rajaram and his team for supporting Ezeassist for more than 2+ years.
Tech Momenta — Ezeassist product
It was a real pleasure to work with Mercury Minds. The company clearly delivers an outstanding service, cost effective and without compromising the quality of delivered projects. We had a real pleasure to work with the entire team, they have been at all times available for questions and ready to answer them, even out of business hours. The projects we did with MercuryMinds were to the highest standard. We never felt left out of the loop and if adjustment needed to be done, the team would follow up on them and iron them out. Even after the delivered project has been completed. This is a great sample how a company should be looking after their customers.
AsonBuy
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