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AI Apps

What Handover Looks Like for an AI System

Handing over an AI application properly: the code, prompts, evaluation set, runbook and credentials you should own, plus support and the first 90 days.

Updated 2 min readBy SpiderHunts Technologies

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Quick answer — TL;DR

You get the code, the prompts, the evaluation set, the runbook and the credentials in your own accounts. Handover includes a session on how to read the evaluation results, because that is the skill that keeps quality steady.

What you receive

  1. All source code, in a repository you own
  2. The prompts, in configuration rather than buried in code
  3. The evaluation set and the harness that runs it
  4. A runbook — what breaks, how to tell, what to do
  5. Credentials in your accounts, not ours

If any of those are missing, you cannot leave your supplier, which is not a position to be in.

The AI-specific part of handover

Conventional handover is about running the software. AI handover is also about judging the output — reading the evaluation results, knowing when a threshold should move, recognising drift in a correction rate.

We run a session on exactly that with whoever will own it, and leave written guidance on what the numbers mean.

The runbook contents

  • Each alert, what it means and the first three things to check
  • How to disable the AI step and fall back to manual
  • How to widen the review band temporarily if quality drops
  • Who at each provider to contact, with account references
  • The cost cap, where it is set and how to change it

Support options

LevelIncludesTypical
RetainedMonitoring, evaluation reruns, tuning, priority responseMonthly fee
Ad hocYou call when needed, we quoteHourly
NoneFully yours, we remain reachableFree

Retained suits systems where quality matters commercially. Ad hoc suits stable, low-stakes tools.

The first ninety days

Whatever the arrangement, we watch the first fortnight closely and stay available through the first quarter. Real usage reveals edge cases no test set contains.

That period is included in the build. It is not an upsell and it is the part that determines whether people trust the system.

FAQ

Frequently asked questions

The questions readers ask us after this guide.

Still have a question?

Ask us directly — a senior engineer will get back to you.

Ask about your project

Can we take it to another supplier?

Yes. Everything is in your accounts and documented for that purpose. Nobody should be locked in by ignorance of their own system.

What if we want to change it ourselves?

The prompts are in configuration precisely so you can. We will show your team how, and how to rerun evaluation afterwards so a change is checked.

How much does retained support cost?

Typically 20–30% of build cost annually for an AI system, reflecting the quality maintenance that conventional software does not need.

Do you hold anything back?

No. Withholding code or credentials as leverage is not how we work, and it would not survive a first reference call.

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