AIPVA / Journal

Author: <span>lexine</span>

24 Sep 2026 · 5 min

Contract Mobilisation, KPIs and Underperformance: A Practical Public Sector Management Playbook

How to turn a newly awarded contract into a functioning management system with clear baselines, data, governance and escalation.

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24 Sep 2026 · 5 min

Public Contracts, Valuation and Frameworks Under the Procurement Act 2023: A Practical Route-to-Market Guide

How early classification, valuation and commercial-tool choices affect the lawful route to market under the Procurement Act 2023.

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24 Sep 2026 · 2 min

AI sourcing & evaluation

A practical approach to sourcing AI suppliers that starts with the business problem, tests evidence carefully and keeps procurement judgement in the loop.

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24 Sep 2026 · 2 min

Procurement AI agents

Where procurement AI agents can genuinely help, how to choose the right tasks and why governed workflows matter more than impressive demos.

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24 Sep 2026 · 2 min

Supplier intelligence

How to turn scattered supplier information into a structured view that supports sourcing, risk review and stronger commercial conversations.

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24 Sep 2026 · 2 min

Category analytics

A data-led way to connect spend, supplier and market signals so category teams can focus on the decisions that matter.

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24 Sep 2026 · 2 min

AI business cases

How to build an AI business case that connects time saved, adoption, risk and operating change to credible commercial value.

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24 Sep 2026 · 2 min

Operating model advisory

What procurement teams need around roles, governance and ways of working when AI becomes part of everyday commercial activity.

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24 Sep 2026 · 2 min

Supplier research agent

A practical supplier research agent can reduce manual searching while keeping sources, assumptions and analyst review visible.

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24 Sep 2026 · 2 min

RFP analysis agent

How an RFP analysis agent can structure supplier responses, highlight gaps and support evaluators without taking over the award decision.

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AIPVA / Procurement intelligence

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