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Provider Choice

Provider Choice

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Provider Choice

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Interactive narrated comparison of the Scaleway and Nebius provider options.

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Provider Choice

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Current snapshot/clients/gerimedica/a/gerimedica-provider-choice/v/1.0.0
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Published2026-03-24
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BIOLYTICS PROVIDER CHOICE: LEVERAGE PRIMITIVES, KEEP THE PLATFORM PORTABLEBIOLYTICS PORTABLE CONTROL PLANE CONTRACTOPTION A: SCALEWAYOPTION B: NEBIUSDECISION FRAMEPER-CLIENT SINGLE-TENANT RUNTIME BLUEPRINTTENANT METADATA + POLICYBILLING + CREDIT WALLETPAYMENT RAIL(STRIPE / MOLLIE)TOKEN / JOB / GPU-HOUR METERSPROJECT ORCHESTRATORTERRAFORM RUNNERGITOPS DEPLOYERARTIFACT REGISTRYFLEET OPS + ALERTSPROJECTSIAMKAPSULE / MANAGED K8SGPU PRIMITIVESH100 / B300 TRACKOBJECT + BLOCK STORAGESECRET / KEY SERVICESCOST MANAGER + BILLING APIAUDIT TRAIL / EVENT LOGSEU-SOVEREIGN POSTUREISO 27001 / HDS / HEALTHCARE SALES STORYTENANT + PROJECTSIAMMANAGED KUBERNETESGPU PRIMITIVESAI-NATIVE CLUSTER STACKOBJECT STORAGESECRETS / SERVICE ACCOUNTSUSAGE BY PROJECT + BILLINGAUDIT LOGSISO 27001 + ISO 27799AI-CLOUD SECURITY POSTUREHEALTHCARE PROCUREMENT / SOVEREIGNTYFRONTIER AI / CLUSTER-NATIVE GPUPROJECT-LEVEL COST ATTRIBUTIONPORTABLE APP + BILLING CONTRACTDEDICATED PROJECTDEDICATED KUBERNETES CLUSTERDEDICATED GPU CAPACITYDEDICATED STORAGE + SECRETSCLIENT RUNTIMEAPI, WORKERS, INFERENCE, VECTOR DBCLIENT-SCOPED OBSERVABILITY DESIRED TENANT STATEFUND WALLET / COLLECT TOPUPSBILLABLE EVENTSPROVISION INFRAFETCH IMAGES + CHARTSCREATE DEDICATED PROJECTASSIGN ROLES + API ACCESSCREATE CLIENT CLUSTERPROVISION STORAGEPROVISION SECRETS BOUNDARYINGEST PROVIDER COSTMONITOR CONTROL-PLANE EVENTSCREATE PROJECT INSIDE TENANTASSIGN ROLES + SERVICE ACCOUNTSCREATE CLIENT CLUSTERPROVISION STORAGEPROVISION SECRETS BOUNDARYINGEST USAGE / PROVIDER SPENDMONITOR CONTROL-PLANE EVENTSINSTANTIATE TENANT BLUEPRINTMANAGED K8S PRIMITIVEATTACH GPU CAPACITYMOUNT DATA SERVICESBIND SECRETS + KEYSDEPLOY APP STACKSCHEDULE WORKLOADSEMIT CLIENT TELEMETRYINSTANTIATE TENANT BLUEPRINTMANAGED K8S PRIMITIVEATTACH GPU CAPACITYMOUNT DATA SERVICESBIND SECRETS + SERVICE IDENTITIESDEPLOY APP STACKSCHEDULE WORKLOADSEMIT CLIENT TELEMETRYSTRONGEST SALES / LEGAL NARRATIVECLEARER PROJECT-BASED RE-INVOICING STORYSUFFICIENT IF SKU AVAILABILITY MATCHES DEMANDCREDIBLE BUT LESS SOVEREIGNTY-LEDSTRONGEST IF AI-NATIVE CLUSTER PERFORMANCE DOMINATESUSABLE ATTRIBUTION, LESS CLOUD-RESELLER ORIENTEDKEEP APP CONTRACT PROVIDER-NEUTRALTOKENS ARE YOUR METER, NOT THE PROVIDER'SCREDITS AND TOPUPS STAY OUTSIDE CLOUD LOCK-INCHOOSE PROVIDER BY PRIMITIVE FIT