##### Category: Spend Analysis [By Ryan Monte](/content/author/ryanmonte/ "By Ryan Monte"/index.html) #### [Procure-to-Pay Automation: Where to Start, What to Automate First, and How to Measure Impact](/content/spend-analysis/procure-to-pay-automation-where-to-start-what-to-automate-first-and-how-to-measure-impact/index.html) Learn where to start with procure-to-pay automation, what to automate first, common P2P failures to avoid, and how to measure real ROI from your investment. [June 30, 2026](/content/spend-analysis/procure-to-pay-automation-where-to-start-what-to-automate-first-and-how-to-measure-impact/index.html) [By Ryan Monte](/content/author/ryanmonte/ "By Ryan Monte"/index.html) #### [How to Compare Spend Analytics Platforms: A Buyer’s Framework for Evaluating What Actually Matters](/content/spend-analysis/how-to-compare-spend-analytics-platforms-a-buyers-framework-for-evaluating-what-actually-matters/index.html) Compare spend analytics platforms using five technical dimensions that actually matter. A buyer's framework for procurement leaders evaluating vendors beyond feature checklists. [June 30, 2026](/content/spend-analysis/how-to-compare-spend-analytics-platforms-a-buyers-framework-for-evaluating-what-actually-matters/index.html) [By Ryan Monte](/content/author/ryanmonte/ "By Ryan Monte"/index.html) #### [How AI Proactively Identifies Procurement Savings: Moving from Dashboards to Recommendations](/content/spend-analysis/ai-procurement-savings-from-dashboards-to-recommendations/index.html) Learn how AI procurement savings identification moves teams from reactive dashboards to proactive recommendations, surfacing hidden savings opportunities automatically. [June 25, 2026](/content/spend-analysis/ai-procurement-savings-from-dashboards-to-recommendations/index.html) [By Ryan Monte](/content/author/ryanmonte/ "By Ryan Monte"/index.html) #### [Talk to Your Procurement Data: How Natural Language AI Is Making Spend Analytics Accessible to Every Stakeholder](/content/spend-analysis/talk-to-your-procurement-data-how-natural-language-ai-is-making-spend-analytics-accessible-to-every-stakeholder/index.html) Natural language spend analytics lets any stakeholder query procurement data in plain language. Learn how conversational AI is making spend insights accessible across the organization. [June 25, 2026](/content/spend-analysis/talk-to-your-procurement-data-how-natural-language-ai-is-making-spend-analytics-accessible-to-every-stakeholder/index.html) [By Ryan Monte](/content/author/ryanmonte/ "By Ryan Monte"/index.html) #### [Supplier Spend Analysis: How to Identify Consolidation Opportunities and Reduce Supply Base Risk](/content/spend-analysis/supplier-spend-analysis-identify-consolidation-opportunities/index.html) Learn how supplier spend analysis uncovers consolidation opportunities, reduces supply base risk, and drives procurement savings through cleaner data and smarter decisions. [June 2, 2026](/content/spend-analysis/supplier-spend-analysis-identify-consolidation-opportunities/index.html) [By Ryan Monte](/content/author/ryanmonte/ "By Ryan Monte"/index.html) #### [How to Use Spend Analytics for Cost Reduction: A Step-by-Step Approach](/content/spend-analysis/how-to-use-spend-analytics-for-cost-reduction/index.html) Learn how to use spend analytics for cost reduction with a five-step approach: clean data, identify opportunities, prioritize, execute sourcing, and track realized savings. [June 2, 2026](/content/spend-analysis/how-to-use-spend-analytics-for-cost-reduction/index.html) [By Ryan Monte](/content/author/ryanmonte/ "By Ryan Monte"/index.html) #### [Automated Spend Analysis Software: How AI Is Replacing Manual Classification and What to Look For](/content/spend-analysis/automated-spend-analysis-software-ai-spend-classification-guide/index.html) Learn how automated spend analysis software uses AI to replace manual classification, what to evaluate when choosing a platform, and why accuracy matters. [June 2, 2026](/content/spend-analysis/automated-spend-analysis-software-ai-spend-classification-guide/index.html) [By Ryan Monte](/content/author/ryanmonte/ "By Ryan Monte"/index.html) #### [Spend Analysis in Procurement: The Complete Guide to Turning Purchase Data Into Strategic Decisions](/content/spend-analysis/spend-analysis-in-procurement-turn-purchase-data-into-decisions/index.html) Learn how spend analysis in procurement works, from data collection to savings. Covers process steps, category approaches, tool evaluation criteria, and ROI measurement. [June 2, 2026](/content/spend-analysis/spend-analysis-in-procurement-turn-purchase-data-into-decisions/index.html) [By Simfoni](/content/author/wordjack/ "By Simfoni"/index.html) #### [6 Strategies to Transition from a Peacetime CPO to Wartime CPO](/content/procurement-strategy/6-procurement-strategies-for-cpo/index.html) Procurement strategies can help CPO’s make the right decisions to improve cost savings, decrease supplier risks, enhance innovation and flexibility, and heighten the influence of the procurement office throughout the company. These are times of War. Along the health front,... [May 5, 2020](/content/procurement-strategy/6-procurement-strategies-for-cpo/index.html) [By Simfoni](/content/author/wordjack/ "By Simfoni"/index.html) #### [Simfoni launches Spend Analytics Business Unit, Appoints Jason Stern as CEO of the Analytics and Expands US Operations to Silicon Valley](/content/news-and-events/simfoni-launches-spend-analytics-business-unit-appoints-jason-stern-as-ceo/index.html) San Francisco, CA – April 28th, 2020. Simfoni Limited, a global innovator in Spend Analytics and Spend Automation, announced the appointment of Jason Stern to Chief Executive Officer Simfoni Analytics, and the opening (soon) of an additional office and moving... [April 28, 2020](/content/news-and-events/simfoni-launches-spend-analytics-business-unit-appoints-jason-stern-as-ceo/index.html)