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Rill Data

BI tool with embedded in-memory database

Overview

Rill Data provides a business intelligence platform with an embedded in-memory database, enabling fast data processing and instant query results. Users can perform complex data transformations and aggregations from multiple sources, helping them identify trends and make real-time, data-driven decisions. The in-memory architecture reduces cloud storage costs and supports local development and global deployment with Git workflow capabilities. The platform targets organizations of all sizes, including digital marketing teams and data analysts, who need speedy, responsive analytics. Rill Data likely uses a subscription or usage-based pricing model to generate recurring revenue. The key differentiator is the built-in in-memory database that speeds up analysis and lowers storage costs, combined with deployment flexibility and strong workflow features.

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About Rill Data

Simplify's Rating
Why Rill Data is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsEnterprise Software

Company Size

11-50

Company Stage

Seed

Total Funding

$12M

Headquarters

San Francisco, CA

Founded

2020

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What believers are saying

  • Rill 0.91 added AI Chat Memory, External MCP Servers, and fine-grained canvas security.
  • 2026 events tout daily usage at Freewheel, AppLovin, Moloco, MNTN, and InMobi.
  • Rill’s 2025 zero-copy ClickHouse and MotherDuck support cuts migration friction for teams.

What critics are saying

  • Snowflake, Databricks, and ClickHouse bundle faster analytics, crushing standalone BI budgets.
  • Rill’s heavy emphasis on Druid and ad-tech concentrates revenue into a narrow wedge.
  • If warehouse-native AI dashboards win, Rill becomes a feature, not a company.

What makes Rill Data unique

  • Rill unifies SQL modeling, metrics, dashboards, and MCP in one workflow.
  • Rill’s 2026 agentic architecture turns analytics into chat-driven, governed interactions.
  • Cloudera’s 2025 partnership positions Rill as Druid’s preferred ISV partner.

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Funding

Total Funding

$12M

Above

Industry Average

Funded Over

1 Rounds

Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Above Average

Industry standards

$3.3M
$2M
$2.3M
$3M
$12M

Benefits

  • Health Insurance
  • Unlimited Paid Time Off

Growth & Insights and Company News

6 month growth

-11%

1 year growth

-5%

2 year growth

-3%
Rill Data
Dec 20th, 2023
2023 Product Recap - 6 Big Features

Hence Rill Data introduced a one-click comparison feature that either allows you to compare time periods against each other or to compare up to 7 dimensional values of any given dimension.

Rill Data
May 31st, 2023
Introducing Rill Cloud: The Fastest Path from Data Lake to Dashboard | Rill Data

Today Rill Data is thrilled to launch Rill Cloud in public beta, a big step towards making its vision of “data lake to dashboard in minutes” a reality for software engineers everywhere.

Goldsky
Apr 12th, 2023
Introducing indexed.xyz

For example, Rill, an open-source business intelligence tool, has created a CURL script for downloading events related to specific contracts and launching interactive, editable dashboards.

TechCrunch
Aug 4th, 2022
Rill wants to rethink BI dashboards with embedded database and instant UX

Rill simplifies the dashboard itself, taking away a lot of the design decisions that often challenge data analysts.

Cloudera
Jul 21st, 2022
Cloudera Inc. partners with Rill Data

Cloudera has partnered with Rill Data, an expert in metrics at any scale, as Cloudera’s preferred ISV partner to provide technical expertise and support services for Apache Druid customers.

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