Resources
Guides, articles, and practical strategies for procurement teams deploying AI — from the Molecule One team.
Guides & Playbooks
The Codex Playbook for Procurement Teams
A practical guide for procurement teams using OpenAI Codex: setup, skills, automations, credit budgeting, and a 30/60/90 rollout plan.
Claude for RFP: Running a Full Cycle in a Day
How we use Claude to run end-to-end RFPs in a day, the context structure, Claude Skills, scoring scaffold, and executive memo workflow.
How to Implement AI in Procurement: Step-by-Step Guide
A vendor-neutral roadmap for implementing AI in procurement: the 5-phase plan, how to pick the first use case, and the mistakes that derail deployment.
Procurement AI ROI: The Complete 2026 Guide for CPOs
How to calculate, project, and prove procurement AI ROI in a way that survives CFO scrutiny. The four categories, the formula, and timelines by use case.
Claude Skills for Procurement Teams: Free 7-in-1 Plugin
Seven Claude Skills built for procurement teams: spend analysis, RFP generation, supplier scorecards, negotiation playbooks. Free plugin, work email only.
The Claude Cowork Playbook for Procurement Teams
A complete guide for procurement teams deploying Claude Cowork: setup, skill building, automation, team rollout, and a 90-day adoption plan.
How to Get Procurement Teams to Actually Adopt AI
The change management tactics that drive procurement AI adoption: workshops, prompt libraries, soft mandates, and leadership modelling.
AI for Procurement Teams: A Practical 2026 Training Playbook
The training playbook to take procurement teams from AI-curious to AI-fluent in 90 days, workshops, prompt libraries, leadership cadence, and adoption metrics.
Claude Cowork for Procurement Teams: A 60-Day Field Report
A 60-day field report on Claude Cowork for procurement: 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: baseline capture, governance, and tracking systems that prove value to leadership.
How to Report Procurement AI ROI to Leadership and Your Team
How to translate procurement AI KPIs into financial terms for leadership and operational metrics for your team.
Scaling Procurement AI: From Pilot to Infrastructure
How to scale procurement AI beyond the pilot: build a continuous improvement loop, use phased rollouts as learning systems, and move to infrastructure.
Latest Articles
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
The Retrofit Trap: Why Legacy ERPs Fail at AI in Procurement
Legacy ERPs weren't built for AI. Why bolting AI onto old procurement systems fails and what native AI architecture looks like. A practitioner breakdown.
Deepak Chander
Procurement & Supply Chain
I Built Software Using AI in Under an Hour, No Coding
A non-developer's experience building a software tool with AI in under an hour, what went right, what broke, and what it means for procurement teams.
Deepak Chander
Co-Founder, Moleculeone.ai
AI in Procurement 2026: Trends, Use Cases, and Next Steps
73% of procurement teams are now piloting or scaling AI. Here's what's working in 2026: the use cases, the adoption gaps, and the roadmap to get ahead.
Molecule One Team
Procurement AI Specialists
We drafted a RFP in 20 minutes using Claude
We used Claude to draft a complete RFP in 20 minutes, no file uploads, no copy-pasting. Here's the exact workflow we followed.
Team Molecule One
Procurement AI Specialists
Claude Cowork: From Week-Long Queues to Same-Day Contracts
Claude Cowork's Legal plugin cuts procurement contract cycles from weeks to days. Here's how it changes the workflow for procurement teams.
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.