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JJamie Blair

Starter Kits

Production-grade automation, ready to deploy

Pre-built Python pipelines for the most common automation use cases. Each kit includes working code, test data, documentation, and deployment guides. Not tutorial code. Production code.

PythonpdfplumberOpenAI APIpandaspytest

Invoice Processing Pipeline

Extract data from any PDF invoice automatically

A production-grade Python pipeline that extracts structured data from PDF invoices. Handles 40+ supplier formats with pdfplumber for clean PDFs and an LLM fallback for messy scanned documents.

  • Complete Python pipeline with pdfplumber + LLM fallback
  • Sample dataset of 20 test invoices in varied formats
  • Xero and QuickBooks output formatters
  • Anomaly detection for duplicate or suspicious invoices
  • + 3 more items

£99

One-time purchase

Difficulty

Intermediate

View details →
Pythonscikit-learnOpenAI APIspaCyimaplib

Email Classifier & Router

Auto-triage incoming emails by urgency and department

An NLP-powered email classification system that routes incoming messages to the right team. Combines keyword rules, sentiment analysis, and an LLM for nuanced routing decisions.

  • Python classification pipeline with multi-model approach
  • Keyword rules engine for fast, deterministic routing
  • Sentiment analysis module for urgency detection
  • LLM-based classifier for ambiguous messages
  • + 4 more items

£79

One-time purchase

Difficulty

Intermediate

View details →
PythonpandasfuzzywuzzyopenpyxlJinja2

CSV Reconciliation Engine

Match and reconcile data across spreadsheets automatically

An automated reconciliation pipeline that compares datasets from different sources, flags mismatches, and generates exception reports. Handles fuzzy matching for imperfect data.

  • Python reconciliation engine with configurable matching rules
  • Fuzzy matching for names, addresses, and reference numbers
  • Multi-file support (CSV, Excel, JSON inputs)
  • Exception report generator (CSV + HTML summary)
  • + 4 more items

£59

One-time purchase

Difficulty

Beginner-friendly

View details →
Save 40%

Complete Automation Bundle

Get all three AI automation starter kits in one package. Invoice processing, email classification, and CSV reconciliation. Everything you need to automate your most common data workflows.

£237

£149

One-time purchase

  • Invoice Processing Pipeline (£99 value)
  • Email Classifier & Router (£79 value)
  • CSV Reconciliation Engine (£59 value)
  • Cross-kit integration guide
  • Priority email support for 30 days
Get the bundle

Common questions

What do I get after purchase?

Instant access to download the complete kit: source code, test data, documentation, and deployment guides. You also get a confirmation email with a permanent download link.

Is this tutorial code or production code?

Production code. Every kit includes error handling, logging, test suites, and deployment guides. Built from real client projects, not weekend tutorials.

What if it does not work for my use case?

Each kit is designed to be configurable. If you need customisation beyond what the docs cover, my consulting services can extend any kit to fit your specific requirements.

Do I need an OpenAI API key?

The Invoice Processing and Email Classifier kits use the OpenAI API as an optional fallback for complex cases. The CSV Reconciler works entirely offline. All kits include instructions for API setup.

Need something custom?

These kits cover common patterns. If your automation needs are more specific, let's talk about a custom build.

Book a free consultation