Dataiku is an enterprise platform for data-science teams, with an implementation project to match. Mapailytics is for the business that has a spreadsheet and a question, today. Here is what that buys you, and what it does not.
Every record is geocoded and on an interactive map, geocoding included.
Upload and ask. No project, no pipeline to build.
From $49 a month, month to month.
Ontario schools and public-sector salaries, mapped and searchable on day one.
Forecasting and drivers on any column, backtested and held out.
Scenarios with stated caveats; recommendations with impact in your units; a network optimiser.
Watchers that learn your normal and act only with your sign-off.
PDFs searchable beside tables, quoted not obeyed.
A nightly golden suite and an AI judge; receipts for every model call.
SSO, roles, audit trail, approvals, your own keys.
We would rather say it than sell around it.
Dataiku lets teams build and version their own multi-step workflows in code. Ours runs automatically.
Dataiku turns models into production endpoints with monitoring. We publish maps, dashboards, reports and our own APIs.
SAML, SCIM and custom residency contracts are Dataiku’s market, not ours today.