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EARLY BETALive catalog · evidence status for each claim · demo data only when requested

Decision report · generated Thu, 22 Oct 2026 00:33:48 GMT

Technology decision report

This link re-runs the requirement against the live catalog each time it opens, so evidence status and freshness are current.

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LIVE DATA3 capabilities5 candidates24 unknowns

Requirement

AI app using an LLM API with a backend database and auth

Parsed with deterministic_rules_v1. Unstated fields remain UNKNOWN.

Provider shortlist

#1 · ai-model-api

OpenAI

—

Official product documentation supports this capability.

#2 · backend-platform

Supabase

—

Official Supabase documentation describes the managed backend platform.

#3 · authentication

Supabase

—

Official Supabase documentation describes the managed backend platform.

#4 · authentication

Auth0

—

Capability stated in the vendor's official documentation. Fit score not computed (UNKNOWN).

#5 · authentication

Clerk

—

Capability stated in the vendor's official documentation. Fit score not computed (UNKNOWN).

Architecture

  1. 1. ai-model-api → b39d5562-50b4-41aa-8ac6-a9c40f0f4e21 · handoff UNKNOWN
  2. 2. backend-platform → d4e187db-27aa-4d51-ab31-2cb0bfa8c742 · handoff UNKNOWN
  3. 3. authentication → d4e187db-27aa-4d51-ab31-2cb0bfa8c742 · handoff UNKNOWN

Cost

  • b39d5562-50b4-41aa-8ac6-a9c40f0f4e21: UNKNOWN UNKNOWN
  • d4e187db-27aa-4d51-ab31-2cb0bfa8c742: UNKNOWN SUBSCRIPTION_ONLY
  • d4e187db-27aa-4d51-ab31-2cb0bfa8c742: UNKNOWN SUBSCRIPTION_ONLY

Integration plan

  • b39d5562-50b4-41aa-8ac6-a9c40f0f4e21: UNKNOWN
  • d4e187db-27aa-4d51-ab31-2cb0bfa8c742: UNKNOWN
  • d4e187db-27aa-4d51-ab31-2cb0bfa8c742: UNKNOWN

Known gaps & UNKNOWN

  • requirement.scale
  • requirement.expected_volume
  • requirement.geography
  • requirement.latency_ms
  • requirement.reliability
  • requirement.security
  • requirement.compliance
  • requirement.budget_usd
  • requirement.realtime
  • requirement.existing_stack
  • requirement.languages
  • requirement.frameworks