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Research into two-party agentic delivery

Change Control Papers

Supplier updates, policy changes, retesting, acceptance, and rollback.

Phil Hatch / AkholiExplore the full study →
Title page: A Telecom Supplier Change Must Reach the People Running Its Agents — A Management Method for Operationally Accepted Updates. Phil Hatch, Akholi, October 23, 2026.

AAO-112 / Delivery and Operations

A Telecom Supplier Change Must Reach the People Running Its Agents

Telecom managers should verify that supplier changes reach the operating people, instructions, account tools, and escalation routes affected by them. Technical deployment is incomplete when staff continue to act on obsolete assumptions about what the agent can do.

Buy-side Delivery and Vendor Managers
Other Regulated Industries · Telecommunications · 4 pages
Title page: Medical AI Outsourcing Needs a Post-Market Evidence Handoff — A Management Method for Ongoing Device Assurance. Phil Hatch, Akholi, October 23, 2026.

AAO-094 / Regulation and Compliance

Medical AI Outsourcing Needs a Post-Market Evidence Handoff

Medical AI service managers should define how operational signals reach the party responsible for assessing safety and performance after deployment. A supplier’s uptime report does not replace a joined evidence route for complaints, changed behavior, human correction, and relevant incidents.

Buy-side Delivery and Vendor Managers
Healthcare · Medical Devices · Other Regulated Industries · 4 pages
Title page: A Vendor Release Can Reopen the Life Sciences Validation Question — A Quality Executive Decision on Changed AI Delivery. Phil Hatch, Akholi, October 23, 2026.

AAO-091 / Regulation and Compliance

A Vendor Release Can Reopen the Life Sciences Validation Question

Life-sciences executives should require a documented impact assessment when a supplier changes an AI-supported regulated workflow. Prior validation supports the tested use and configuration; it should not be presumed to cover every later model, tool, process, or human-review change.

Buy-side Boards and Executives
Life Sciences · Other Regulated Industries · 4 pages
Title page: A Credit Policy Change Must Reach the Provider Agent — A Banking Management Method for Policy Propagation. Phil Hatch, Akholi, October 23, 2026.

AAO-082 / Delivery and Operations

A Credit Policy Change Must Reach the Provider Agent

Credit and vendor managers should verify that an approved policy change governs the provider’s live workflow from its effective time. Sending a revised document is not evidence that retrieval, instructions, tools, human review, and pending cases apply the new rule correctly.

Buy-side Delivery and Vendor Managers
Asset and Wealth Management · Banking · Financial Services · 4 pages
Title page: Every Material Provider Update Needs a Joint Acceptance Decision — A Management Method for Change in Live Agentic Services. Phil Hatch, Akholi, October 23, 2026.

AAO-074 / Delivery and Operations

Every Material Provider Update Needs a Joint Acceptance Decision

Managers should classify provider updates by their effect on the accepted service and require joint reassessment where authority, behavior, evidence, or exposure changes. Routine release labels should not determine whether the buyer must accept a changed operating risk.

Buy-side Delivery and Vendor Managers
Cross-industry · 4 pages
Title page: When an Administrative AI Supplier Takes on a Clinical Function — A Healthcare Board Decision on Changed Service Scope. Phil Hatch, Akholi, October 23, 2026.

AAO-071 / Regulation and Compliance

When an Administrative AI Supplier Takes on a Clinical Function

Healthcare boards should require reassessment when an administrative supplier’s agent begins influencing clinical decisions or patient access. The original procurement label should not determine the governance, evidence, qualifications, or regulatory assessment of the changed function.

Buy-side Boards and Executives
Healthcare · Other Regulated Industries · 5 pages
Title page: Controlling Provider Changes to Agent-Delivered Services — An Executive Mandate for Material Change. Phil Hatch, Akholi, October 23, 2026.

AAO-051 / Governance and Accountability

Controlling Provider Changes to Agent-Delivered Services

Executives should require a joint decision before a provider change materially alters service authority, behavior, evidence, cost, or dependency. A model or tool update can change the purchased service even when the prime contract remains unchanged.

Buy-side Boards and Executives
Cross-industry · 4 pages
Title page: Accepting Software Delivered by Provider Coding Agents — A Buyer Acceptance Method for the Released Product. Phil Hatch, Akholi, October 23, 2026.

AAO-047 / Delivery and Operations

Accepting Software Delivered by Provider Coding Agents

Software sourcing managers should accept the released software and its evidence, regardless of how much code agents generated. The supplier must demonstrate secure development, review, testing, provenance, deployment, and support for the actual delivered version.

Buy-side Delivery and Vendor Managers
Cross-industry · 4 pages

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