The Suplari Blog

Read the latest thinking and insights from Suplari on procurement, data, and AI.

2026 Procurement Benchmarks: AI Readiness, KPIs & Adoption Data from 121 Teams

Latest Posts

How AI Is Failing Procurement

Half of AI projects fail per IDC. Why procurement AI initiatives underperform, the specific failure patterns, and how to improve results from your AI investment.

Calculating Outliers in Spend Data - Bootstrapping

January 29, 2026

Spend data is right-skewed—not normally distributed. How to calculate outliers using bootstrapping when empirical and IQR rules don't apply.

Examples of Data Analytics for Procurement

I’ll outline statistical techniques for Data outlier detection to reduce the time it takes to find money-saving opportunities with Suplari Data Analytics.

2026 Procurement Benchmarks: AI Readiness, KPIs & Adoption Data from 121 Teams

AI-Ready Procurement Data: What It Actually Means (and How to Get There)

AI-Ready Procurement Data: What It Means and How to Get ThereMeta description: AI-ready procurement data is a higher bar than clean data. Here's what AI readiness actually means for procurement teams — and the five tests to know if you're there.Target keyword: AI-ready procurement data

Procurement Semantic Layer: Why AI Agents in Procurement Need More Than Clean Data

A procurement semantic layer is the missing piece between unified spend data and AI agents that actually work. Here's what it is, why it matters, and how to build one

Calculate Your AI-Native Procurement ROI

A practical model for calculating procurement ROI in the age of AI built around four value levers, with current-state vs AI-native-state impact calculation.

Procurement Maturity Model for 2026: 8 Pillars from Reactive Buying to AI-Native Procurement

Procurement Maturity Model: 8 Pillars from Reactive to AI-Native Meta description: A modern procurement maturity model built around eight pillars and five levels each — co-developed by Suplari and Procurement Tactics — to assess how AI-ready your procurement function really is.

Better Cost Modeling with AI and Procurement Intelligence

Cost modeling used to be a spreadsheet exercise reserved for top categories. AI and procurement intelligence make it continuous, decomposed, and applicable across the entire spend portfolio. Here's what changes, and how to put it to work.

How to Reduce Tail Spend with Procurement Intelligence

Tail spend is procurement's biggest blind spot, roughly 80% of suppliers, 20% of dollars, and 5-10% in unrealized savings. Procurement intelligence and AI agents finally make it addressable. Here's the playbook.

Press Releases

Suplari Named to The Hackett Group's "50 to Know" Procurement Provider List for 2025-2026

Suplari has been named to The Hackett Group's prestigious "50 to Know" procurement provider list for 2025-2026, recognizing the company as an established industry leader every chief procurement officer should know.

Suplari Launches AI-Ready Procurement Intelligence Platform, Introducing a New Category Beyond Spend Analytics

Suplari launches the Procurement Intelligence Platform, the first solution combining an AI-ready data foundation, procurement-specific AI agents, and closed-loop execution to replace backward-looking spend analytics with real-time intelligence tied to P&L outcomes.

Suplari Recognized in the ProcureTech100 for 2025/26

Suplari selected to the 2025/26 ProcureTech100 after re-entering as an independent company. Recognition follows expansion into AI-driven decision intelligence and agentic AI.

Announcing Suplari Tariff Insights Overview

New tariffs reshape sourcing strategies across Canada, China, EU, and Mexico. Suplari's Tariff Insights quantifies exposure by category, supplier, and origin.

SpendMatters Recognizes Suplari for Customer Service Excellence as a 2024 Customer Favorite

SpendMatters recently published its “SolutionMap Insider” and Suplari was recognized as a “2024 Customer Favorite.” The survey of over 90 solution providers concluded that Suplari offers among the industry’s most exceptional “customer service,” demonstrated by its “ability to adapt to changing business needs” and matched by an innovative “ever-evolving product.”

Founders complete divestiture of Suplari from Microsoft

Suplari divested from Microsoft 12 December, 2023 to accelerate its generative AI-powered procurement vision. Original founders return as CEO, CTO, and CRO to lead the next chapter.

Suplari Named Winner of DPW’s DEMO Cost Reduction & Savings Category

Suplari Named Winner of DPW’s DEMO Cost Reduction & Savings Category

Suplari Launches Agile Performance Management, the New Procurement and Finance Solution for Planning, Tracking, and Optimizing Spend

CPOs, CFOs, and business leaders can now plan, execute, and measure savings using normalized data and AI-generated insights with Suplari Agile Performance Management.

Suplari Raises Additional Financing to Support the Launch of AI-Driven Enterprise Insights System

Suplari raised financing from Amplify, Madrona, Shasta, Two Sigma, and Workday Ventures to launch the first AI-driven enterprise insights system for procurement and finance.

Suplari Named a 2019 Gartner Cool Vendor in Sourcing and Procurement Applications

Gartner named Suplari a 2019 Cool Vendor for AI-enabled procurement that increases efficiency, improves automation, and delivers actionable insights beyond sporadic reporting.

Suplari Welcomes New Customer: New York Public Library (NYPL)

NYPL chose Suplari for advanced spend management with Workday. The nation's largest public library gains AI-powered visibility into spend and purchasing compliance.

Suplari Named a 2026 Top Tech for Spend Analytics by The Hackett Group

Suplari has been recognized as a 2026 Top Tech for Spend Analytics by The Hackett Group, earning top marks for its AI-powered Procurement Intelligence Platform and exceptional customer value.