Resources
Guides, articles, and practical strategies for procurement teams deploying AI — from the Molecule One team.
Guides & Playbooks
The Claude Cowork Playbook for Procurement Teams
A complete implementation guide for procurement teams deploying Claude Cowork — covering setup, skill building, automation, team rollout, governance, and a 90-day plan.
How to Get Procurement Teams to Actually Adopt AI
A practitioner playbook for procurement AI adoption. Workshops, soft mandates, prompt libraries, leadership modelling, and the change management tactics that actually work.
Procurement AI Training Playbook for Teams
Four fundamentals procurement teams need to use AI for real work — prompting, model selection, workspace setup, and context engineering. Templates included.
Claude Cowork for Procurement Teams: A 60-Day Field Report
A hands-on field report: how Claude Cowork performs for procurement workflows, with honest coverage of features, pricing, and limitations after 60 days of daily use.
How to Build an AI Measurement Framework for Procurement
Build a procurement AI measurement strategy before you deploy. Learn baseline capture, governance, and tracking systems that protect ROI and prove value to leadership.
How to Report Procurement AI ROI to Leadership and Your Team
Turn your procurement AI data into reports that land with two different audiences. Translate KPIs into financial terms for leadership and operational insights for your team.
Scaling AI in Procurement: How to Move from Pilot to Infrastructure
Learn how to scale procurement AI beyond the pilot stage. Build a continuous improvement loop, use phased rollouts as learning systems, and move from use cases to infrastructure.
Insights
I make dashboards for dishwashers now
That sentence tells you more about how AI changed my work than any capability list.
Sandeep Karangula
Co-Founder, Molecule One
I Built My First Piece of Software Using AI in Under an Hour — And I Have No Idea How to Code
This article shares a non-developer's experience using Replit's AI-powered app builder to create a group expense splitting tool in under an hour without writing any code. It explores what went right, what went wrong, and what this shift means for professionals, especially those in procurement, who have ideas but lack technical skills.
Deepak Chander
Co-Founder, Moleculeone.ai
Claude Co-Work for procurement: from week-long queues to same-day contracts
AI just crossed the threshold from "assistant that helps you work" to "agent that works for you." For procurement teams waiting on legal queues, Claude Co-Work's Legal plugin changes everything—cutting contract cycles from weeks to days.
Team Molecule One
Procurement AI Specialists
Find Out Where AI Can Move the Needle
Our AI Readiness Assessment pinpoints the highest-ROI opportunities in your procurement function — in under 10 minutes.