Most organizations have spend data — very few have spend intelligence. This chapter builds your conceptual foundation: how AI sees procurement data, why category taxonomies like UNSPSC matter, and what it means to move from raw transactions to structured strategic insight.

From Raw Spend to Strategic Intelligence

Anatomy of a Spend Cube — How AI Sees Your Data

Category Taxonomies, UNSPSC and Why They Matter

 The Spend Intelligence Foundation

This is where the real value lives. Learn how Claude Code classifies spend at 95% accuracy, surfaces maverick spend and leakage patterns hiding in your data, and identifies supplier fragmentation opportunities that most procurement teams never see.

AI-Powered Spend Classification at 95% Accuracy

Detecting Maverick Spend and Leakage Patterns

Supplier Fragmentation and Consolidation Analysis

AI-Powered Spend Analysis

Stop watching — start doing. Three structured lab sessions take you from classifying 1,000 unstructured line items, to building a live multi-dimensional spend cube, to running automated maverick and leakage detection. All guided, all practical, all using Claude Code.

Lab 1 — Classifying 1,000 Unclassified Line Items with AI

Lab 2 — Building the Multi-Dimensional Spend Cube

Lab 3 — Automated Maverick and Leakage Detection

Hands-On Labs

Analysis only creates value when it reaches the right people in the right format. This chapter shows you how to use Claude Code to generate a polished, decision-ready executive spend briefing that a CPO or CFO will actually read and act on.

Generating the Executive Spend Briefing

Executive Output

Bring it all together. Deliver your first live AI-powered spend briefing from scratch, then build a personal 30-day implementation sprint to take these skills back to your organization starting the moment the course ends.

Capstone — Your First Live Spend Briefing

Module 3 Implementation Sprint

 Capstone and Implementation

Most procurement teams are sitting on mountains of unclassified, messy, inconsistent spend data — and have no practical way to turn it into insight. Spreadsheets break. BI tools require analysts. And by the time a report reaches leadership, the moment has passed.Foundations of Spend Intelligence with Claude Code changes that.This is a beginner-friendly, hands-on course that teaches procurement, finance, and supply chain professionals how to use Claude Code and AI to transform raw spend data into classified, structured, executive-ready intelligence — without writing a single line of traditional code.Across 12 lessons, 5 chapters, and 3 live hands-on labs, you'll build the conceptual foundation and practical skills to classify thousands of line items automatically, detect maverick spend and contract leakage, analyze supplier fragmentation, build a multi-dimensional spend cube, and produce the kind of executive spend briefing that drives real procurement decisions.This is not a theory course. Every concept is paired with a live lab or real-world example. By the time you reach the capstone, you'll deliver your first live AI-powered spend briefing — start to finish, using Claude Code as your analytical engine.This course is for you if:<ul><li>You're a procurement or finance professional who knows your data is messy but doesn't know where to start</li><li>You've tried spend analysis tools that were too complex, too expensive, or required a data team to operate</li><li>You want to produce executive-ready spend reports without depending on IT or an analyst</li><li>You're an Oracle ERP consultant or SI practitioner who wants to add spend intelligence capability to your client delivery toolkit</li><li>You completed Your First Step into AI-Powered Procurement and are ready to go deeper into spend analytics</li></ul>What makes this course different: Unlike generic data analytics courses, every lesson, lab, and exercise is built around real procurement scenarios — UNSPSC taxonomy, maverick spend detection, supplier consolidation, off-contract leakage — the exact problems procurement teams face every day. Claude Code is your tool throughout, and by the end you'll know how to direct it like a seasoned analyst.By the end of this course, you'll have gone from staring at raw spend data to producing executive briefings that leadership will actually read — with a concrete 30-day implementation sprint to bring these skills back to your organization immediately.

Learn to classify spend, detect leakage, and build executive briefings using Claude Code and AI , no data science degree required. A hands-on foundation course for procurement professionals ready to finally see where the money goes

Getting Started with Spend Intelligence Using Claude Code

Sambit Tripathy

What you will learn

Classify thousands of unstructured spend line items using Claude Code with up to 95% accuracy — without a data science background

Build a multi-dimensional spend cube that lets you slice and analyze procurement spend by category, supplier, business unit, and time period

Detect maverick spend, off-contract leakage, and supplier fragmentation patterns using AI-powered analysis techniques

Apply UNSPSC category taxonomies to standardize and structure spend data across your organization

Produce a complete executive spend briefing using Claude Code that is decision-ready for CPO and CFO audiences

Design a personal 30-day implementation sprint to bring spend intelligence capability back to your organization immediately

Course content

Course Description

FAQ