Real implementations

Case studies with
real before-and-after outcomes.

Real systems with real numbers. Our own product, Total Football Studio, shows every piece working together in production. Our client work shows the same skills applied to quoting, documents, travel, sales and operations.

Client work

High-signal implementations

Automotive Web ScrapingAI Filtering

Automotive Sourcing Engine

An AI sourcing and profit engine that scans marketplaces, filters undervalued inventory, and surfaces profitable cars before competitors get there.

Outcome
$15K profit every two weeks
The system consistently surfaces profitable inventory the client would have struggled to find manually, turning scattered listing data into a repeatable sourcing advantage.
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LegalTech & Aviation Document IntelligenceOCR

Flight-Compensation Document Intelligence

An async document-intelligence pipeline that reads, classifies, and extracts data from incoming legal mail for an EU261 flight-compensation firm, then writes structured results back to the CRM — with a safe manual-review fallback for anything uncertain.

Outcome
One pass, zero bad writes
The full flow runs live end-to-end with a credential-isolated design and a proven safe fallback: well-formed documents are classified and extracted automatically, while garbage or uncertain inputs are flagged for human review instead of corrupting case data. Roughly half of incoming documents are born-digital and bypass OCR completely.
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Travel Telegram BotsPDF Generation

AI Travel Concierge

A conversational travel-planning agent on Telegram and WhatsApp that turns a natural chat into a polished itinerary package.

Outcome
€15k → €27k monthly revenue
Six months after launch, itinerary creation dropped from around 3 hours to 20-30 minutes, freeing over 180 staff hours a month. Capacity rose from about 80 to 120-150 itineraries monthly with no new hires, and monthly revenue grew from roughly €15k to €27k, adding €4.5k-€5k in monthly profit.
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HVAC & MEP Latest GPT ModelsDocument Processing

MEP Quotation Intelligence

An AI quotation system that reads project specs, matches equipment from supplier catalogs, and produces review-ready quotes in minutes.

Outcome
95% faster processing
What previously consumed most of a working day now happens in minutes, with the team focusing on commercial judgment instead of repetitive document matching.
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E-Commerce Full-StackSocial Media AI

Full-Stack E-Commerce Platform

An AI-driven operations stack handling support, email marketing, social publishing, receipts, and SEO updates for a growing wellness brand.

Outcome
100% automated operations
The founder moved from constant execution mode into an actual operator role, with customer-facing and internal workflows running continuously in the background.
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Quantitative Analytics Quantitative ModelingProbability

Quantitative Probability & EV Engine

An in-house quantitative engine that builds a full probability distribution over a match, prices every derived market from that one coherent model, anchors to margin-free market consensus, and surfaces only positive expected-value selections, validated by calibration and closing-line value rather than short-term results.

Outcome
1 model, every market
One probability map prices the entire board consistently, and success is judged by process: calibration (do 60% picks win about 60% of the time?) and closing-line value (did we beat the market price?), rather than by individual results. Every prediction is stored so it can be audited and back-tested later.
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Full library

All case studies

SaaS & Software

Total Football Studio: The Software

A full software product built from an empty folder: a web app where football coaches draw and animate tactics, a native iPhone and iPad app on the App Store, team accounts, live sessions and paid plans. Hundreds of users signed up in its first couple of weeks.

Hundreds of users in weeks
Open case study
Media & Social Growth

Motion Graphics Content Engine

A video system where every frame is made by code, not edited by hand. It turned a football channel with flat results into 30M+ views in the last three months and 80K+ followers across Facebook, Instagram, TikTok and YouTube, all from organic content.

30M+ views in 3 months
Open case study
Marketing Automation

Comment-to-DM Automation

Viewers comment one word under a video and get a private message with the link within seconds, on Instagram and Facebook. Built on Meta's own API with no ManyChat subscription, it has answered hundreds of comments automatically.

Hundreds of comments, auto-replied
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Email Marketing

Email Marketing & Automation

Every email a product sends, built and owned end to end: sign-up and login emails, a welcome series, team invites, a free-gift email and a regular newsletter. When the first email provider ran out of credit, mail moved to a backup automatically.

Every email, on autopilot
Open case study
Authentication

Login With Google & Apple

One-tap sign-in with Google and Apple, plus email magic links, working the same on the website and the iPhone app. It handles the cases most apps get wrong, like Apple users who hide or never share their email.

One login, web and iPhone
Open case study
Data & Backend

Database & Data Orchestration

The database and backend behind the whole product: dozens of tested changes, 20+ cloud functions, private storage for children's photos, real-time live sessions, and a daily report that tells the owner how many people actually used the product.

50+ safe changes in 8 weeks
Open case study
SEO & Web

Website, SEO & Domain Move

A fast, search-friendly website with dozens of pages: guides, a tactics library, feature pages and pages written for AI assistants. We also moved the whole site to a new domain, done by the book so rankings carry over.

A site that ranks, a clean move
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Payments & Billing

Subscriptions, Payments & Affiliates

Paid plans with a free tier, a 7-day trial, team seats, Apple Pay and Google Pay, an affiliate programme with an in-app wallet, and a legal withdrawal flow. Live on 2 October 2026.

Live on 2 October 2026
Open case study
Automotive

Automotive Sourcing Engine

An AI sourcing and profit engine that scans marketplaces, filters undervalued inventory, and surfaces profitable cars before competitors get there.

$15K profit every two weeks
Open case study
LegalTech & Aviation

Flight-Compensation Document Intelligence

An async document-intelligence pipeline that reads, classifies, and extracts data from incoming legal mail for an EU261 flight-compensation firm, then writes structured results back to the CRM — with a safe manual-review fallback for anything uncertain.

One pass, zero bad writes
Open case study
Travel

AI Travel Concierge

A conversational travel-planning agent on Telegram and WhatsApp that turns a natural chat into a polished itinerary package.

€15k → €27k monthly revenue
Open case study
HVAC & MEP

MEP Quotation Intelligence

An AI quotation system that reads project specs, matches equipment from supplier catalogs, and produces review-ready quotes in minutes.

95% faster processing
Open case study
CRM & Sales

AI Communication Suite

One AI brain across WhatsApp, Telegram, email, and web chat, synced with Salesforce so conversations keep their context everywhere.

4 channels, 1 AI brain
Open case study
Legal & Finance

Lease AI Analyser

A document-intelligence engine that extracts clauses, calculates NPV, and flags risk from commercial leases in under a minute.

Days reduced to under 60 seconds
Open case study
Fashion

AI Virtual Fitting Room

A visual configuration platform that lets clients preview custom suits before production, replacing uncertainty with confidence.

Infinite try-ons, zero inventory
Open case study
E-Commerce

Full-Stack E-Commerce Platform

An AI-driven operations stack handling support, email marketing, social publishing, receipts, and SEO updates for a growing wellness brand.

100% automated operations
Open case study
Quantitative Analytics

Quantitative Probability & EV Engine

An in-house quantitative engine that builds a full probability distribution over a match, prices every derived market from that one coherent model, anchors to margin-free market consensus, and surfaces only positive expected-value selections, validated by calibration and closing-line value rather than short-term results.

1 model, every market
Open case study