The Future of Operations: Will Anyone Be on Call in 2036?

All courses / AI Operations / Module 6 / Chapter 27

Learning objectives

After the lesson the participant can:

• Classify trends in operations as observable, expected or speculation with the evidence for each
• Compare the three futures for 2036 by who is paged, who verifies and where manual capability lives
• Distinguish the chapter's verdict from the author's labelled projection and name what would change the view
• Draft a horizon register with label, functions, evidence, trigger and owner per trend

Key concepts

Horizon register

A file in version control, reviewed on a schedule, in which each trend carries one label, the functions it concerns, a checkable claim, evidence, a trigger that would change the label, and an owner, so that the organisation's view of the future can be wrong and be revised.

Bottleneck moves to verification

An expected trend: if agents draft changes, runbooks and timelines, the scarce resource becomes the capacity to verify them, and the binding constraint on operations shifts from authoring to checking.

Three futures for 2036

Devices for thinking, not forecasts: Future A, the conductor rota; Future B, the bought loop with a customer-owned verifier; Future C, the unattended estate. They do not differ on whether an independent observer and a stop path are needed.

Constant in every future

An independent observer and a drilled stop path outside the platform, and manual recovery practised with the agents off, are the safety net both sides of the debate accept.

Author's projection

The author's labelled judgement, beyond the evidence: by 2036 a person will still be on call for the Tier 1 services of large European organisations, with fewer and heavier pages and the constraint moved to verification. Five thresholds would change it.

Interactive exercises

Do them here and get feedback at once. Choose a card and then where it belongs, or drag it.

Teaching plan

Discussion

1. The case for concern says that gradual and defensible automation removes the person who could take over. Which step in your own roadmap looks defensible alone and contributes to that outcome?
2. Neither side of the debate has multi-year outcome evidence. What data would your organisation need to keep from now to have some by 2030?
3. The verdict says that whether the organisation can still operate by hand is decided now. What decision on your agenda this year decides it?

Written exercise

Self-test

Choose an answer to see whether it is right, or open the answer below each question.

1. Which of these does the chapter label as speculation?

   1. Agent products for incident investigation are on the market
   2. A provider-run loop with no customer-side observer for a critical function
   3. Level 3 widens class by class on evidence
   4. The volume of AI-authored change grows, and stability lags where controls are weak
   Show the answer

   B. A provider-run loop with no customer-side observer for a critical function
   Agent products and rising change volume are observable, and widening of Level 3 on evidence is expected. A provider-run loop with no customer-side observer for a critical function is plausible but unsupported by present evidence.

2. In Future B, the bought loop with a verifier, who verifies a remediation?

   1. A customer-owned probe, with the provider's evidence
   2. Agents, possibly of one family
   3. The provider alone, under its own rules
   4. No one; verification is replaced by contract penalties
   Show the answer

   A. A customer-owned probe, with the provider's evidence
   The table of futures gives Future B a customer-owned probe together with the provider's evidence. Agents of one family verifying each other belongs to Future C, the unattended estate.

3. What does the chapter's verdict say about a named person answering for each Tier 1 service?

   1. It is speculation, because agents will resolve most incidents by 2030
   2. It is observable everywhere today and therefore needs no decision
   3. It is expected, while the form of the role is speculation
   4. It is required by law for every organisation in the European Union
   Show the answer

   C. It is expected, while the form of the role is speculation
   The verdict separates the questions: a named person answering for each Tier 1 service is expected, the form the role takes is speculation, and whether the organisation can still operate by hand is decided now.