AxiaOS vs. Daasity
A per-customer Snowflake instance with a Looker BI layer, built for scaling DTC brands from $5M to $150M+ GMV across multiple channels, including Amazon and retail/wholesale.
The questions worth asking before you sign
Is attribution one deterministic number?
Their “Assisted Attribution” is a rules-based credit-splitting system across eight selectable models, plus post-purchase survey and discount-code crediting. Picking a model still means trusting its assumptions.
No models to pick. Every number traces to a real event.
What actually survives if you cancel?
Sources disagree even about Daasity's own product: one comparison says the full Snowflake export is yours on exit; a competing source says only raw tables persist, and the transformation layer, dashboards, and reporting are gone.
The warehouse, the models, and the dashboards are yours from day one. Nothing gets stripped out on exit, because nothing was ever separate.
How much technical lift does setup take?
G2 reviewers describe implementation that “took longer than originally planned,” and the Looker layer as “coding-intensive, requiring SQL and some basic-intermediate coding knowledge.”
Delivered and configured for you. No in-house SQL or Looker expertise required to run it.
How transparent is pricing?
Reported entry pricing ranges from $399 to $999+ per month depending on the source, revenue-scaled, with detailed tiers kept private.
A clear, agreed structure set before the engagement starts.
Daasity has real breadth: 45+ native connectors, mature schemas, and funded, scaling DTC brands who clearly get value from it. It's a legitimate, established platform for brands with (or willing to hire) in-house SQL and Looker capability, or genuine omnichannel needs across Amazon, retail, and international.
Daasity says my Snowflake data is mine if I leave. Doesn't that mean I already own it?
The raw tables, yes, by most accounts. What's less clear is whether the transformation layer, the logic that turns those raw tables into the dashboards a team actually uses, comes with you. Sources disagree on that point even about Daasity's own product. AxiaOS's model and dashboards live inside your own cloud account from the start, so there's no separate layer to lose.
“took longer than originally planned”
G2 review
“coding-intensive, requiring SQL and some basic-intermediate coding knowledge”
G2 review