How procurement really works, and what to change.
Short articles on why procurement work piles up faster than a team can clear it, what an AI agent actually does that an assistant does not, and how to stay in control once software starts acting on its own. No vendor claims, and no statistics we cannot show you the source for.
All articles
AI in procurement
Procurement Workflow Software vs ERP: Where Manual Work Still Happens
A 2025 procurement survey found that 75% of business leaders struggle with manual procurement processes. This guide explains where ERP workflow ends, where procurement workflow software adds value, and how manufacturers can reduce manual coordination without replacing the ERP or weakening control.
source to pay
Source to Pay Explained for Manufacturing Procurement Leaders
A recent study found that manufacturing companies spend a median 6,186 hours annually on indirect-material procurement processes. Source-to-Pay can reduce this execution burden by connecting sourcing, supplier workflows, contracting, purchasing and ERP processes while keeping approvals and decision control with the right people.
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Evaluation
Procurement Software for Complex Manufacturers: What to Look For
Procurement software for complex manufacturers should do more than digitise purchasing. It should execute authorised work across sourcing, contracts, suppliers and quality, while the ERP remains the system of record and people retain critical decisions. With agentic AI expected to improve procurement efficiency by 25–40%, selecting the right platform is increasingly important. This guide explains how to evaluate ERP integration, workflow execution, governance, exception handling, auditability and multi-plant scalability.
source to pay
Source-to-Pay Process: A Complete Guide for Complex Manufacturers
A connected source-to-pay process helps manufacturers reduce delays, manual work and compliance gaps. McKinsey found that 56% of S2P tasks can be largely automated, increasing to 93% in payment processing, while process inefficiencies can consume 3–4% of external spend. The key is governed automation that moves routine work forward while keeping people in control of critical decisions.
How procurement runs
Why capital projects overrun after the contract is signed
Capital projects are rarely lost at the award. They are lost afterwards, in changes agreed by email and priced once the work is already done. By then there is no leverage left.
AI in procurement
AI procurement agents versus copilots: the distinction that decides the business case
Copilots make each step faster for the person taking it. Agents remove steps from people entirely, within a permitted boundary. That difference determines whether procurement capacity is still limited by headcount.
Governance
How to govern autonomous procurement: six controls to require before you authorise execution
Governing autonomous execution comes down to six controls: role-based access, agent permissioning, executable thresholds, non-bypassable checkpoints, explainability with override, and a complete audit trail.
Measurement
How to measure what manual procurement coordination actually costs you
Manual coordination rarely appears in procurement reporting because it is spread across every workflow. Four measures — manual touches, cycle time by stage, first-time-complete rate and exception rate — make it visible.
Evaluation
What to demand in a demonstration before buying an autonomous procurement platform
A demonstration that only shows work succeeding has not shown you the governance. Six specific requests — using one of your own workflows — reveal whether execution and control are real.
How procurement runs
Why your ERP does not solve procurement execution
ERP systems record procurement transactions accurately. They do not perform the interpretation, routing, chasing and comparison that surrounds those transactions, which is where most procurement capacity is consumed.
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