Hosted agent vs pipeline you own.
Jarvio bundles an AI agent and an analytics surface into one product. DataBrill Core is the data layer underneath — your warehouse, queryable by any agent you choose.
Jarvio's pitch is a hosted Amazon agent: connect your account, ask questions, get recommendations. The data lives in their stack and the agent is the only way in.
DataBrill Core is the opposite shape. We pipe Amazon data into a Postgres warehouse you control, then any agent — Claude, Cursor, Jarvio itself if you want — can read from it. If your strategy depends on owning the substrate (for finance, BI, or your own AI), DataBrill Core is the layer below. If you want one product to ask a question and get an answer, Jarvio gets you there faster.
| Feature | Jarvio | DataBrill Core |
|---|---|---|
| Where data lives | Jarvio's hosted store | Your Postgres + S3 (managed or BYO) |
| Primary surface | Chat agent + dashboards | SQL warehouse + your BI tools + your agents |
| BI tool integration | Limited; in-app charts | Any tool that speaks Postgres — Looker Studio, Power BI, Metabase, Tableau, etc. |
| Custom queries | Through the agent | Direct SQL, no rate limit |
| AI/agent strategy | One vendor's agent | Bring your own (Claude, Cursor, custom) |
| Pricing model | Credit-based | Flat tiers, unlimited marketplaces |
| Vendor lock-in | Data lives in Jarvio | Take a Postgres dump and walk |