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Procurement & sourcing

The upstream side of spend: sourcing, contracts, purchase orders, and supplier onboarding.

Automating change orders: how agents run signal to confirmed PO
Why automating change orders means covering all five stages, from signal to record sync.
automating-change-orders
Why change order SLAs mislead, and what agents measure instead
SLA clocks start at record creation; agents measure reality-to-record lag instead.
change-order-slas
Why change orders overwhelm shared services, and what agents absorb
The workload physics that break shared services teams, and the layer agents absorb.
change-orders-overwhelm-shared-services
PO amendments: how orders drift from reality, and how agents catch it
The four channels POs drift through, how to measure your drift, and how agents catch it.
po-amendments-drift-from-reality
What is a change order in procurement, when agents do the work?
Most purchase changes never become change orders; agents close the event-to-record gap.
what-is-a-change-order
How to evaluate agentic AI vendors for procurement
The five-check test protocol that separates agentic substance from agentic labeling.
how-to-evaluate-agentic-ai-vendors-for-procurement
Procurement KPIs the board actually reads, in the agent era
The four questions boards ask procurement, and the KPI that answers each credibly.
procurement-kpis-the-board-actually-reads
Agentic AI in procurement: what changes for the CPO
A working agenda for the CPO: operating model, metrics, governance, and year one.
agentic-ai-in-procurement-what-changes-for-the-cpo
Procurement digital transformation: where programs stall, and what agents change
Four stall points of multi-year transformation programs, and what avoiding them takes.
procurement-digital-transformation-where-programs-stall
What is autonomous procurement?
Autonomy is a per-process claim: the honest S2P matrix and how a CPO verifies it.
what-is-autonomous-procurement
The business case for procurement automation, built to survive finance
Build a case a CFO can probe: baseline, verifiable benefits, honest costs, evidence gates.
procurement-automation-business-case
Which procurement processes to automate first, now that agents exist
Rank by volume, cost per touch, and context; agents put exception resolution first.
which-procurement-processes-to-automate-first
AI in procurement: what actually works today
A maturity survey of AI in procurement: production, supervised, and oversold tiers.
ai-in-procurement
RPA vs agentic AI in procurement: what each can carry
Does the task require new reading each time? The test that splits scripts from agents.
rpa-vs-agentic-ai-in-procurement
What is procurement automation, when agents join the team?
Automation creates records well and resolves them badly; agents change the second half.
procurement-automation