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ms-ai-architect/skills/ms-ai-security/references/cost-optimization
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Kjell Tore Guttormsen 441f7d48a8 docs(ms-ai-architect): KB-refresh critical cost 7/8 — request-batching verifisert mot batch-docs (Data Zone Batch + fail-fast) 
Verifisert mot live Microsoft Learn (ai-foundry/openai/how-to/batch + deployment-types):
- Data Zone Batch lagt til som deployment-type (SKU `DataZoneBatch`): samme 50% rabatt som
  Global Batch, men inferens-prosessering begrenset til Microsofts definerte datasone (EU/US),
  data-at-rest forblir i ressursens Azure-geografi. Lagt til 4 steder: kjernekomponent-tabell,
  setup-steg, prismodell-tabell, og som FØRSTE Schrems II-mitigering (høy verdi for offentlig sektor).
- «Exponential backoff queuing» reframet til «fail-fast token-quota-håndtering»: serveren feiler
  raskt på enqueued-token-grensen, KLIENTEN gjør exponential backoff-retry (kodeeksempel er
  klient-side) — filens «automatisk retry» antydet feilaktig server-side auto-retry. Region-listen
  verifisert current (urørt).
- Header 2026-05→2026-06, kilde #1 + konfidens-tabell Verified 2026-02→2026-06.
- 50%/24t/expiration verifisert current (doc: «doesn't expire jobs that take longer»). Disclaimed
  priser (GPT-4o Jan-2026 + NOK) urørt. validate 239/0.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-24 09:54:38 +02:00
..
ai-builder-credits-transition.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
azure-ai-foundry-cost-governance.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
azure-cost-management-ai.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
batch-processing-cost-reduction.md docs(ms-ai-architect): KB-refresh tema-a steg 1 — modellkatalog GPT-5.1→5.5 i 2 critical cost-filer 2026-06-23 20:34:45 +02:00
budget-forecasting-ai-projects.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
cost-allocation-chargeback.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
deterministic-cost-calculation-model.md fix(ms-ai-architect): re-baseline kostnadslaget (GPT-5 $1.25/$10, én prissannhet, 10 filer) 2026-06-18 12:45:21 +02:00
gpt5-gpt41-pricing-models.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
inference-endpoint-cost-optimization.md docs(ms-ai-architect): KB-refresh critical cost 4/8 — inference-endpoint verifisert mot Foundry priority-processing + deployment-types 2026-06-23 22:45:19 +02:00
licensing-compliance-cost-avoidance.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
model-selection-price-performance.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
multi-model-strategy-costs.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
observability-cost-reduction.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
prompt-engineering-cost-reduction.md docs(ms-ai-architect): KB-refresh critical cost 5/8 — prompt-engineering verifisert mot prompt-caching + On Your Data-retirement 2026-06-23 22:49:46 +02:00
ptu-vs-paygo-economics.md docs(ms-ai-architect): KB-refresh critical cost 1/8 — ptu-vs-paygo verifisert mot Foundry PTU-docs 2026-06-23 21:51:01 +02:00
rag-query-cost-reduction.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
request-batching-aggregation.md docs(ms-ai-architect): KB-refresh critical cost 7/8 — request-batching verifisert mot batch-docs (Data Zone Batch + fail-fast) 2026-06-24 09:54:38 +02:00
reserved-capacity-planning.md docs(ms-ai-architect): KB-refresh critical cost 2/8 — reserved-capacity verifisert mot Foundry reservations-docs 2026-06-23 22:24:56 +02:00
semantic-caching-patterns.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
small-language-models-economics.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
token-counting-optimization.md docs(ms-ai-architect): KB-refresh critical cost 6/8 — token-counting verifisert mot fine-tuning-cost (RFT) + prompt-caching 2026-06-23 22:53:35 +02:00
vector-storage-cost-optimization.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00