Reference Build
AI Control Center
Unify models, keys, quality, routing, usage, cost, and business AI entry points.
The individual products API Node, TrueAPI, and WebUI are live. The integrated AI Control Center reference build is not deployed or independently verified as one product.
SoloCore Lab · AI Control Center
Fictional demo data
Requests today
1,284
Provider A
large-reasoning
Provider B
fast-general
Provider C
batch-efficient
Supply health
3 / 3
routes available
The problem
Teams connect directly to different models, eroding reliability, access, cost control, and auditability.
Before
Providers, keys, logs, routing, and workspaces are managed separately, making failures manual to diagnose.
How the system changes it
Use a unified gateway and control plane for supply checks, routing policy, virtual keys, quota, workspace access, logs, and evaluation.
From input to outcome
01
Model onboarding
Register provider source, capability, region, and cost boundaries.
02
Quality & capacity
Check availability, response, model identity, and capacity signals.
03
Routing & access
Select routes by task, organization, quality, and budget.
04
Usage & improvement
Record cost, failures, latency, and evaluation outcomes.
Operating responsibility
Ownership and recovery
Workflow owner
AI operations owns models, runs, and budgets; security owns tool permissions and guardrails.
Human control
Budget overrides, new tool permissions, high-risk calls, and blocked-output handling require named approval.
Recovery path
Stop the run and revoke tool tokens; retry on an approved model or fallback path, then record the incident and audit trail.
What the system contains
- 01Multi-model compatible gateway
- 02Keys, quota, quality, and routing
- 03Workspace, logs, cost, and evaluation
Reusable business systems
Outcomes it can create
- Business systems use one model-access contract
- Quality, failures, and cost enter continuous governance
Custom last mile
The reference build provides the common structure; custom work focuses on client-specific data, integrations, permissions, rules, and interface.
- Provider, routing, and budget policies
- Enterprise identity, data-region, and evaluation policies
Evidence and boundary
Supporting evidence covers only the validated parts and is not expanded into a claim that the full system is deployed.
The individual products API Node, TrueAPI, and WebUI are live. The integrated AI Control Center reference build is not deployed or independently verified as one product.
SoloCore Product
SoloCore API Node
A live gateway for unified model channels, keys, quota, logs, and compatible APIs.
Model charges, data region, and enterprise identity integration depend on project and upstream provider scope.
SoloCore Product
TrueAPI Beta
An AI API control plane connecting upstream quality checks, model routing, personal aggregation, supply controls, and usage settlement.
Public payments, automated supply settlement, long-running capacity trends, and the complete quality matrix remain Beta scope.
SoloCore Product
SoloCore WebUI
A live enterprise AI workspace for multiple models, files, knowledge bases, and assistants.
Enterprise permissions, proprietary workflows, and business data integrations are scoped per organization.
Start from these related problems
Adapt this operating path to your business rules.
First confirm roles, current systems, data entry points, and the first outcome; then decide what to reuse, integrate, and customize.