Operating brief
AI Platform & Model Gateway
Give every model call a stable entry point, quality evidence, and an operating owner.
Unify model access, quality checks, routing, keys, quota, usage, and the enterprise AI entry point.
Model operations
Gateway routing console
Supply is probed before quality, capacity, and budget policies route it to a governed entry point.
- 01
Provider onboarding
Register sources, models, credentials, and allowed usage boundaries.
- 02
Quality probe
Verify compatibility, authenticity, latency, stable concurrency, and risk.
- 03
Routing policy
Order candidates by quality, cost, capacity, and use case.
- 04
Keys and quota
Allocate access and budgets to users, teams, and applications.
- 05
Workspace and API
Serve model capabilities through a unified API and enterprise workspace.
- 06
Usage and cost
Record calls, tokens, cost, errors, and fallbacks.
- 07
Reliability review
Adjust routing, budgets, and supply using quality and operating data.
Operating chain
How the system operates, step by step
The sequence reflects real ownership and state changes; responsive layout changes presentation, not execution order.
- 01
Provider onboarding
Register sources, models, credentials, and allowed usage boundaries.
- 02
Quality probe
Verify compatibility, authenticity, latency, stable concurrency, and risk.
- 03
Routing policy
Order candidates by quality, cost, capacity, and use case.
- 04
Keys and quota
Allocate access and budgets to users, teams, and applications.
- 05
Workspace and API
Serve model capabilities through a unified API and enterprise workspace.
- 06
Usage and cost
Record calls, tokens, cost, errors, and fallbacks.
- 07
Reliability review
Adjust routing, budgets, and supply using quality and operating data.
System modules
Composable delivery modules
Every module links to its public library record with inspectable inputs, outputs, and readiness.
- 01Live
Model access
Connect multiple model sources through one governed access layer.
- Input
- Model providers, accounts, and usage policies
- Output
- A unified model catalog and invocation layer
- 02Live
API compatibility
Use stable contracts to connect different models and existing applications.
- Input
- Existing SDKs, request formats, and model capabilities
- Output
- Unified APIs, streaming responses, and error semantics
- 03Live
Keys and quota
Allocate access and quota by user, team, and application.
- Input
- Identity, plans, budgets, and invocation boundaries
- Output
- Revocable keys, quota, and usage ledger
- 04Validated
Quality routing
Route requests using model quality, capacity, latency, and cost.
- Input
- Quality reports, capacity snapshots, and routing policy
- Output
- Candidate ranking, fallback, circuit breaking, and decision records
- 05Live
Usage and cost
Bring requests, tokens, cost, and anomalies into one operating view.
- Input
- Invocation logs, pricing, and organization dimensions
- Output
- Usage detail, budget alerts, and cost attribution
- 06Validated
Retry and recovery
Make failed work idempotently retryable, pausable, resumable, and dead-lettered.
- Input
- Job state, idempotency keys, leases, and error classes
- Output
- Governed retries, recovery points, and operator queues
- 07Deployable
Deployment and ongoing operations
Include environments, releases, monitoring, backups, and evolution in delivery.
- Input
- Runtime environment, SLA, data boundaries, and change process
- Output
- Rollback-ready releases, health checks, alerts, and operating cadence
Outcomes and boundary
What the system produces and does not promise
Expected outcomes
- 01One governed model invocation layer
- 02Traceable quality and cost by model and organization
- 03A unified entry point for products, agents, and internal teams
Delivery boundary
Provider charges, model licenses, data regions, and enterprise identity integration must be scoped per project.
Public evidence
Projects, products, and validation evidence
Evidence and boundaries come from the public project registry; items without media show a system map instead of an empty frame.
- AI Platform
- 01 / Evidence
- 02 / Operating path
- 03 / Outcome
Product
LiveSoloCore API Node
A live gateway for unified model channels, keys, quota, logs, and compatible APIs.
Inspectable evidence
- Live console and compatible API
- Key, quota, and usage management
Truthful boundary
Model charges, data region, and enterprise identity integration depend on project and upstream provider scope.
- AI Platform
- 01 / Evidence
- 02 / Operating path
- 03 / Outcome
Product
LiveSoloCore WebUI
A live enterprise AI workspace for multiple models, files, knowledge bases, and assistants.
Inspectable evidence
- Multi-model and file workspace
- Knowledge base and assistant entry points
Truthful boundary
Enterprise permissions, proprietary workflows, and business data integrations are scoped per organization.
- AI Platform
- 01 / Evidence
- 02 / Operating path
- 03 / Outcome
Product
LiveTrueAPI Beta
An AI API control plane connecting upstream quality checks, model routing, personal aggregation, supply controls, and usage settlement.
Inspectable evidence
- Production gateway, console, and quality reports
- OpenAI-compatible and baseline Anthropic-compatible paths
- Per-model quality and capacity signals used in routing
Truthful boundary
Public payments, automated supply settlement, long-running capacity trends, and the complete quality matrix remain Beta scope.