Models
Evaluate reasoning and language models for quality, privacy, latency and cost. Provider choices are not confirmed.
Connection is a capability.
Permission is a decision.
The private Carminta architecture direction brings models, context and authorized tools together. These are proposed architectural categories—not a list of deployed integrations or partners.
Human-defined intent
and permissions
APIs + MCP
APIs and Model Context Protocol tools could provide structured capabilities. Every connection still needs implementation, authorization and validation.
Knowledge & memory
Approved context should be attributable, tenant-scoped, correctable and subject to retention rules. Memory must not override financial records.
Secure cloud jobs
Proposed isolated background work with scoped credentials, bounded retries, observability and failure recovery. No cloud environment is deployed by this prototype.
Integrations & verification
Read back the exact result after an authorized write. Version connectors, test failure paths and separate engineering releases from operational actions.
No decorative partnerships.
No invisible live connections.
Model names, provider badges and deployment claims belong here only after they are selected, implemented and verified. The interactive constellation represents an idea, not network activity.
One analytics interface.
Explicit consent everywhere.
This website uses consent-based aggregate analytics. Extending the shared event contract to products requires separate implementation and review.
Minimal by construction
Allowlisted pages, source categories and campaigns only. No chat, contact fields, credentials, financial or customer record contents. Aggregates older than 90 days are pruned on the next event.
Read the data and analytics policyPIONEERS SERVICES / START WITH A CONVERSATION
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