Build · Implementation
Model Gateway + MCP Control Plane Build
We build one central control layer for model routing, tool auth, permissions, budget limits and auditability.
Mode Implementation
Covers Layers 1, 4, 5, 6
You end with A central control plane
In
Every request
01 Models
02 Prompts
03 Guardrails
04 Budgets
05 Tools
06 Traces
07 Evals
What the control plane switches onFilled squares = layers covered
What we build
Before → After 01 Model control Every service calls providers its own way One gateway routes every model call
04 Budget governance Spend limits exist only on the invoice Hard limits by model, tenant, tool and time
05 Tool governance Tools and MCP servers with broad, drifting access Central auth and scoped permissions for every tool
06 Observability No record of who called what, or what it cost An audit trail for every model and tool call
When it fits
Model calls and tools have spread across services and teams. Every new model, MCP server or customer adds cost and risk, and there’s no single place to set the rules.
Multi-tenant AI products
Teams running several models or providers
Platforms adding MCP servers and internal tools
What you walk away with
01 Model gateway with routing and fallback
02 Central tool auth and permissions
03 Budget limits by model, tenant, tool and time
04 Audit trail across model and tool calls