Spark ERP

AI · Models

Use any model. Change it without changing anything else.

Register any OpenAI-compatible endpoint (hosted, open-source or your own server) with your own key, and give each model a profile name. Prompts, pipelines and agents refer to the profile, so switching models or adding a fallback is one change in one place.

Models and providers in Spark ERP Your ERP dataModel providerPermissions Your ERP dataModel providerPermissions Audit trailAsk or trigger Human approvalProposes
Models and providers and its guardrails
Your ERP dataModel providerPermissionsAudit trailHuman approvalModels and prov…
How Models and providers works with you
Ask or trigger

A user request or event

1
Grounded

Uses your own records

2
Proposes

A draft, not a silent change

3
You approve

Within your permissions

4
Logged

Recorded for audit

5

What you can do

Bring your own model

OpenAI-compatible endpoints, including OpenAI, Mistral, Hugging Face endpoints, Ollama, vLLM and your own server.

Chat and embeddings

The same providers serve chat and embedding models, so retrieval is not tied to one vendor.

Profiles

A named profile such as default points at a model with its settings. Everything else uses the name.

Fallback

If a profile fails, its fallback profile answers instead.

Test in one click

Test a model and see the latency or the exact error.

Cost and usage

Enter list prices and see calls, tokens, latency and cost by day and by source.

The real screens

The model catalog listing chat and embedding models with provider, context size, price and a Test button.
The model catalog, with a real test for every model.
Usage by day and by source with calls, tokens, latency and cost.
Usage by day and by source.

Safe by design

Provider keys are stored as secrets and never returned by the platform. Model endpoints you register must be public and secure: private or internal addresses are refused so a tenant cannot point the platform at its own network.

Bring the model your policy allows.

Whether it is a hosted model or one in your own cloud account, it plugs in the same way.