Basedash: Embedded Analytics
Give customers AI analytics inside your product.
About Basedash: Embedded Analytics
Most BI tools — Looker, Metabase, even Omni — ask you to write SQL, wrangle schemas, or wait for a data analyst to build the dashboard you needed yesterday. Basedash flips that: you describe what you want to track, and it generates the dashboard for you. One customer, Greg Demoge from FullEnrich, explicitly evaluated Omni before landing on Basedash specifically because of speed to insight. That's the pitch in one sentence.
Basedash positions itself as an AI-native BI platform, meaning AI isn't bolted onto an existing query builder — it's the primary interface. You can ask natural-language questions like "Which accounts had the largest expansions this quarter?" or "What are the most common errors this month?" and get charts, tables, or dashboards back in seconds. It connects to 750+ data sources on the Growth plan and up, and it ships with an MCP server so you can pipe your data into any AI client. There's also an embedding feature for teams who want to surface analytics inside their own product.
The tradeoff is price. At $250/month for just 2 users on the Basic plan — limited to SQL-based sources — Basedash isn't cheap for small teams. But if you're a startup burning hours on back-and-forth reporting cycles (Taxfyle's AI Agents Lead says reports went from weeks to hours), the math can flip quickly. This is a tool built for teams that want data answers fast and are willing to pay for the time they get back.
Key features
Prompt-to-Dashboard Generation
You describe what you want to track — say, "core growth KPIs" — and Basedash generates a custom dashboard with charts, filters, and layout in minutes, without requiring you to write a single line of SQL.
AI Chat for Data Questions
The AI chat interface lets you ask questions in plain English across your connected data sources, covering everything from WAU/MAU trends to which Google Ads campaigns have the best CPC.
750+ Data Source Connectors
On the Growth and Enterprise plans, Basedash connects to over 750 data sources, while the Basic plan is limited to SQL-based sources only.
Embedding
You can embed Basedash charts directly into your own product, making it a viable option for teams who want to ship analytics to their end users without building a custom visualization layer.
MCP Server
Basedash ships an MCP server that lets you connect any AI client to your data, so your existing AI tooling can query your warehouse directly rather than working from exports or screenshots.
AI-Generated Daily Briefings
The Insights feature sends AI-generated daily data briefings, surfacing important trends automatically so you don't have to remember to check a dashboard every morning.
Best for
- startup operators who need dashboards without a dedicated data analyst
- product and engineering teams tracking error rates, retention cohorts, and engagement metrics
- SaaS companies wanting to embed analytics into their own product
- teams currently spending weeks on manual reporting cycles
Skip if
- solo founders or tiny teams on a budget — the Basic plan starts at $250/month for just 2 users, which is steep if you're pre-revenue
- teams that need non-SQL data sources on the Basic plan, since those are locked behind the $1,000/month Growth tier
- organizations that need a custom AI model — that's Enterprise-only, with no published price
Pros & cons
Pros
- Prompt-to-dashboard generation means non-technical founders can build reports without SQL knowledge or analyst support
- The 750+ data source library on Growth is genuinely broad and covers most modern data stacks
- The MCP server integration is a differentiator — few BI tools let you pipe warehouse data directly into external AI clients
- Embedding support means you can use Basedash as the analytics layer inside your own product, not just internally
- Customers report measurable time savings — Taxfyle went from weeks of back-and-forth to hours for report delivery
Cons
- $250/month minimum buys you only 2 seats and SQL-only data sources — most teams will need the $1,000/month Growth plan to get full value
- AI credits are metered separately ($25/month on Basic, $100/month on Growth), so heavy AI usage could push costs higher than the base price suggests
- Enterprise pricing is completely opaque — self-hosting, SSO, and custom AI models require contacting sales with no published price anchor
- The public-facing documentation and feature depth are hard to evaluate pre-signup — most specifics only surface after you're in the product
Pricing
| Tier | Price | Includes |
|---|---|---|
| Basic | $250/month | 2 users, SQL-based data sources only, $25/month AI credits, email support, OpenAI models |
| Growth | $1,000/month | 25 users, 750+ data sources, $100/month AI credits, Slack support, OpenAI models |
| Enterprise | Custom | Custom seats, custom AI credits, self-hosting, embedding, SSO, dedicated support, custom AI model |
Frequently asked questions
How many data sources does Basedash support?
Basedash connects to 750+ data sources on the Growth ($1,000/month) and Enterprise plans. The Basic plan at $250/month is limited to SQL-based data sources only, so if you need connectors beyond direct database access, you'll need to upgrade.
Can I embed Basedash charts in my own product?
Yes — embedding is an advertised feature and is listed as an Enterprise-tier capability, though the Basic and Growth plans may have access depending on your configuration. If embedding is your primary use case, confirm the tier requirements with Basedash before committing.
How does Basedash compare to Metabase or Looker?
Basedash is AI-first from the ground up, meaning you generate dashboards via prompts rather than building them manually in a drag-and-drop editor like Metabase or configuring LookML like in Looker. One FullEnrich co-founder explicitly evaluated Omni before choosing Basedash on the basis of speed to insight.
What are AI credits and how are they priced?
AI credits are a separate usage meter on top of the base subscription — $25/month on Basic and $100/month on Growth. If your team asks a lot of AI questions or generates many dashboards via prompt, you may need to purchase additional credits beyond the included allocation.
Does Basedash support self-hosting?
Self-hosting is available on the Enterprise plan only, which requires contacting Basedash for custom pricing. There's no self-hosted option on the $250/month Basic or $1,000/month Growth plans.
How Basedash: Embedded Analytics compares
Basedash: Embedded Analytics vs Metabase
Metabase is cheaper (free self-hosted tier exists) and more established, but it requires manual dashboard building — Basedash's prompt-to-dashboard approach is meaningfully faster if you don't have a data analyst on staff.
Basedash: Embedded Analytics vs Omni
Omni is a strong SQL-native BI tool with semantic modeling, but at least one Basedash customer (FullEnrich's co-founder) evaluated Omni directly and chose Basedash specifically for speed to insight.
Basedash: Embedded Analytics vs Looker
Looker is enterprise-grade with deep LookML modeling, but it's expensive, slow to set up, and requires dedicated data engineering — Basedash targets teams that can't afford that overhead.
Reviews
No reviews yet — be the first.