05 / Use cases

Real problems. Representative builds.

From e-commerce to healthcare, here's how automation and AI solve what's slowing you down.

Representative results from projects of this shape; specifics vary by engagement.

01 /

E-Commerce

4 builds

AI Customer Support Chatbot

AI-powered bot handling product questions, order tracking, and returns across web and WhatsApp.

✓ 80% of queries handled without human intervention

Inventory Sync Automation

Real-time stock sync between Shopify, Amazon, and warehouse management system via custom middleware.

✓ Zero stockouts since deployment

Product Catalog Pipeline

Automated enrichment pipeline that generates SEO descriptions, resizes images, and publishes listings.

✓ 500 products processed per hour

Order-to-Fulfilment Pipeline

End-to-end automation from payment confirmation to shipping label generation and tracking notifications.

✓ Hands-off order processing

02 /

Marketing

4 builds

AI Content Pipeline

Automated blog, social, and email content generation with brand-voice fine-tuning and approval workflows.

✓ 5x content output with same team size

Lead Scoring Engine

ML-powered scoring model that ranks inbound leads by conversion likelihood using CRM and behavioural data.

✓ Sales team focuses on top 20% of leads

Reporting Dashboard

Real-time marketing dashboard pulling data from Google Ads, Meta, Mailchimp, and GA4 into one view.

✓ Weekly reports: 2 days to 5 minutes

Social Monitoring Bot

AI bot that monitors brand mentions, sentiment, and competitor activity across Twitter, Reddit, and news.

✓ Real-time alerts on brand-critical events

03 /

Finance

3 builds

Invoice Processing Automation

OCR + AI pipeline that extracts data from invoices, validates against POs, and pushes to QuickBooks.

✓ 90% reduction in manual processing time

Expense Categorisation Bot

AI-driven auto-categorisation of expenses from bank feeds with smart rule learning and anomaly flagging.

✓ Month-end close 3 days faster

Financial Reporting Dashboard

Automated P&L, cash flow, and KPI dashboards pulling from multiple accounting and banking sources.

✓ No more manual Excel consolidation

04 /

Healthcare

3 builds

Patient Intake Automation

Digital forms with AI pre-fill, insurance verification, and automatic EHR data entry.

✓ 75% faster patient onboarding

Appointment Scheduling Bot

AI chatbot for booking, rescheduling, and reminders across SMS, web, and patient portal.

✓ 40% fewer no-shows

Medical Records Pipeline

Automated extraction and structuring of unstructured clinical notes into coded, searchable data.

✓ Structured data from free-text records

05 /

Real Estate

3 builds

Lead Qualification Chatbot

AI chatbot on listing pages that qualifies buyers, schedules viewings, and syncs to your CRM.

✓ 3x more qualified leads captured

Market Analysis Automation

Automated comp analysis pulling from MLS, public records, and market trends into investor-ready reports.

✓ Market reports in 10 min, not 3 hours

Listing Description Generator

AI-powered tool that generates MLS-ready descriptions from property data, photos, and agent notes.

✓ 100 listings written per hour

06 /

SaaS

3 builds

Full-Stack MVP Build

Complete SaaS application with auth, billing, dashboard, API, and deployment, from zero to launch.

✓ Market-ready MVP in 2-4 weeks

Onboarding Automation

Multi-step onboarding flow with progress tracking, contextual tooltips, and automated email sequences.

✓ 50% higher activation rate

Bug Triage Automation

AI-powered system that categorises, prioritises, and routes bug reports from users to the right team.

✓ 60% less time on bug triage

07 /

Education

3 builds

AI Course Content Generator

Automated curriculum builder that generates lesson plans, quizzes, and supplementary materials from topics.

✓ 10x content production output

Student Portal Platform

Full-stack learning platform with video hosting, progress tracking, assignments, and grade management.

✓ Complete LMS platform delivered

Grading Automation System

AI-assisted grading for essays and short answers with rubric-based scoring and feedback generation.

✓ Instant grading with detailed feedback

08 /

Professional Services

3 builds

Client Onboarding Automation

Automated intake forms, contract generation, project setup, and welcome sequences for new clients.

✓ Zero manual onboarding steps

Document Processing Pipeline

AI extraction and processing of contracts, proposals, and legal docs into structured, searchable data.

✓ 95% extraction accuracy

Custom CRM Dashboard

Tailored CRM built on your stack with pipeline tracking, automated follow-ups, and reporting.

✓ No more spreadsheet CRMs

09 /

Logistics & Supply Chain

4 builds

Route Optimisation Engine

AI-powered delivery route planning that factors in traffic, weather, time windows, and vehicle capacity for optimal fleet routing.

✓ 25% reduction in fuel costs and delivery time

Warehouse Inventory Tracker

Real-time inventory monitoring with automated reorder points, stock alerts, and barcode/RFID integration across multiple warehouses.

✓ 99.5% inventory accuracy, zero manual counts

Shipment Tracking Dashboard

Unified tracking portal pulling from UPS, FedEx, DHL, and freight carriers with automated customer notifications and delay alerts.

✓ 80% fewer 'where is my order?' support tickets

Demand Forecasting Pipeline

ML model trained on historical sales, seasonality, and market trends to predict demand and optimise purchasing schedules.

✓ 35% less overstock and stockout incidents

10 /

Data & Analytics

4 builds

Big Data ETL Pipeline

Automated extraction, transformation, and loading of millions of records from multiple sources into a unified data warehouse for real-time analytics.

✓ 10M+ records processed daily, zero manual intervention

Business Intelligence Dashboard

Interactive dashboards pulling from PostgreSQL, APIs, and spreadsheets. Auto-refreshing KPIs, trend analysis, and anomaly detection.

✓ Decisions backed by real-time data, not gut feeling

Data Cleaning & Streamlining

Automated pipelines that deduplicate, validate, normalise, and enrich messy datasets. Turns inconsistent CSVs into clean, structured data.

✓ 95% reduction in data quality issues

Predictive Analytics System

ML models that forecast demand, churn, revenue, or inventory needs. Trained on your historical data, deployed as automated scheduled reports.

✓ 30% more accurate forecasting vs manual methods

Before vs after

What changes when you automate

Before

Manually answering 200+ customer emails per day

After

AI chatbot handles 80% automatically, team focuses on complex issues

Before

Spending 2 days every week compiling marketing reports in Excel

After

Real-time dashboard updates in 5 minutes with zero manual work

Before

Losing leads because follow-ups fall through the cracks

After

Automated lead scoring and sequencing, no lead left behind

Before

Developers spending 60% of time triaging and routing bug reports

After

AI categorises, prioritises, and assigns bugs instantly

Before

Messy spreadsheets with duplicate, inconsistent data across 12 sources

After

Automated ETL pipeline delivers clean, unified data warehouse daily

Tell us what's spiking your week.

From AI agents and document AI to workflow automation and data pipelines, tell us what you need and we'll build it.

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