Data volume and sources
How much data arrives, how often, and how many systems it arrives from. Daily, hourly and near-real-time refresh are all available — the cadence you need is part of the scope conversation.
Why Cerium
We do not publish a price list, because the honest answer depends on your deployment model and the size of your estate. Here is exactly what drives the number, so you can size it before you speak to us.
How much data arrives, how often, and how many systems it arrives from. Daily, hourly and near-real-time refresh are all available — the cadence you need is part of the scope conversation.
SaaS or full on-premise. On-premise carries a different shape of cost, not automatically a higher one.
How much of the business you model in year one. Most firms start with one and extend.
Standard, or a named team with an SLA and quarterly model review.
Reconciliation, lineage and governance are the platform, not an add-on module.
Moving your existing configuration across is part of implementation, not a separate professional services line.
Conversational AI, forecasting and ML modelling, Vibe Studio prompt-driven visualisation, the write-back API, row-level security and audit export. All of it is the platform, not a module with its own price tag.
The licence line is the part that is easy to compare. These are the parts that usually cost more.
| Cost | Where it shows up today | With Cerium |
|---|---|---|
| Analyst time on reconciliation | Two weeks per cycle, invisible in the BI budget | Automated in the data layer |
| Rebuild cycles | Every platform change reruns the modelling work | Configuration migrates |
| Extract sprawl | Copies of the data in spreadsheets nobody governs | No extracts; governance applied at the layer |
| Specialist headcount | A person who knows the semantic layer, and only them | The model is the product, not a private skill |
No. Pricing follows the platform and the estate, not the number of people who log in. Widening access should not cost you more.
Not inherently. The infrastructure is yours and the licence reflects that.
Discovery, migration or modelling, parallel run, cutover. Weeks, with named phases and a reconciliation report at each one.
Full on-premise deployment is available — the same product, running inside your own infrastructure, with nothing leaving your network. Regulated firms with strict residency requirements, or very high data volumes, often find this the cleaner answer.
No obligation, and you keep the sizing either way.