What this option is good for
Generic gateways are useful for provider routing, fallback logic, central authentication, spend visibility, and observability across model providers.
Comparison
Generic gateway solves routing. PalmerAI solves governance operations.
If your main problem is provider routing or observability, a generic gateway may be enough. If your main problem is runtime governance, approval, document control, and evidence, you need more.
Where it breaks down
They usually stop before document intake, selective approvals, evidence bundles, and buyer-readable decision records become first-class product behavior.
Why PalmerAI is different
PalmerAI is built for runtime governance, where approvals, documents, evidence, and tenant/account oversight are part of the operating model itself.
Short intro
Approvals, documents, and evidence are not routing side effects
If the core problem is runtime governance, approvals, document intake, evidence, and partner delivery have to be part of the operating model itself rather than custom code around a routing surface.
Partner angle
A partner-ready governance layer needs tenant structure, reporting logic, and evidence outputs that make sense to clients. Generic gateways are usually not built around that commercial motion.
Why documents make the difference clearer
A prompt proxy can look sufficient until files enter the workflow. Once documents matter, the system needs inspectability, class-aware decisions, document refs, and evidence that explains what happened to the file.
Why evidence is not observability
Observability tells you what traffic moved. Evidence tells you what decision was made, which policy version applied, who approved it, and what stable proof remains afterward.
If the real problem is governance operations, choose for that problem directly.
Use the evidence pack and posture review to decide whether your buying problem is routing, or whether it is the operating layer around requests, documents, approvals, and evidence.