Aleph is simple to use, powerful, and quick. The level of support has been excellent, and the weekly improvements that roll out are genuinely impressive. We received a ton of help from the team during onboarding, and it’s been integral to our day-to-day operations—especially for reporting and forecasting. The Claude MCP has been great and we've built a ton of integrations on top of it and it's saved tons of hours of manual work once we set things up correctly.

We can run it ourselves. Aleph connects natively to Snowflake, Salesforce, Rippling and our GL (Rillet), and we manage our own tables, dimensions and mappings. We launch new products most quarters, so that matters a lot. We came from Cube, where every new dimension or business line meant going back to them to rebuild the data pipeline. Setup with Aleph took a couple of days. The day-to-day stuff is well thought out. When accounting adds new GL accounts I get a Slack message with AI-suggested mappings, and I usually just click accept right in Slack. The AI features are also very useful. The variance explanations give us a good first pass and knock out the easy ones, and we pull Aleph data into Claude through their MCP for ad hoc analysis. Support is the other big one. We have a shared Slack channel with their team and they're super responsive. The roadmap moves fast, and when I ask about something it's often already slated for an upcoming sprint.

It’s very easy to set up templates, upload live forecasts, and do scenario planning.