Claude/Anthropic early analysis
Claude can support long-form market narrative and catalyst interpretation while existing paid credit remains, if the backend owner authorizes activation.
Provider-neutral AI plan
Future AI routing without frontend secrets or active providers.
Loventy can evolve toward a backend-only model router that assigns market intelligence tasks to approved AI providers after security, legal and compliance review.
Static architecture page only. No provider is active here. No secret keys belong in the frontend.
OpenAI future provider
OpenAI can be added later for structured extraction, ranking, moderation, forecast summaries, report generation or parallel analysis.
Multi-provider routing
A future router can assign tasks by provider, cost, latency, quality, safety profile and compliance status.
Possible AI tasks
- Market summaries
- Risk extraction
- Thesis scoring
- Forecast explanation
- Moderation
- Report generation
Provider output comparison
Future routing can compare Claude narrative output against OpenAI structured extraction before publication. The model router should select by task, cost, latency and quality.
Control gates
- Backend-only credentials
- No frontend secrets
- AI output logging
- Human/legal review before premium activation
- Sponsored-content disclosure
- No personal financial advice
Frontend boundary
The static public site can describe provider strategy, but it must not expose implementation secrets, direct provider calls, payment activation or live market data claims.