Dreambase

Dreambase is an AI-native analytics platform built for Supabase and, more broadly, Postgres. Users connect a Supabase project in one click via Supabase Auth; the platform automatically detects the schema, tables and relationships, indexes them, and generates dashboards and reports without tracking SDKs, ETL pipelines or a data warehouse. Lead investor Felicis describes the flow as reading the schema and returning a first production-ready report in under 90 seconds.

The product is organized around specialized AI agents and several named components. Marketing materials describe three agent roles: a Data Engineer agent that monitors system health, optimizes queries and maintains the semantic layer; a Data Analyst agent for queries, dashboards and analysis; and a Business Insights agent that surfaces anomalies, trends and opportunities. Named features include Supabase Report Cards (free database health assessments covering security, performance, reliability and architecture), live drag-and-drop dashboards with scheduled refresh and a natural-language assistant, AI-generated Reports, Topics (an AI-native semantic layer for defining KPIs once and reusing them), and an Analyst Agent tuned for Postgres best practices for deep-dive analysis, root-cause investigation and query optimization. 'Skills' bundle data sources, business logic and visualization rules so agents retain business context. Access is available through MCP, a CLI or the Dreambase UI, and the company has announced a Dreambase MCP that connects customer data to any AI agent. The platform also pulls from complementary systems such as Stripe, PostHog and Polar via APIs/MCP without duplicating data.

The company positions itself as a 'virtual data team' for teams that lack dedicated data staff, and contrasts its database-first approach with event-based analytics stacks that require instrumentation and warehousing.

Founding story

Dreambase was co-founded by Andy Keil (CEO) and Kyle Ledbetter (CTO). Keil spent a decade in early-stage B2B SaaS as a zero-to-one product leader, most recently as Head of Product at QuotaPath, where he experienced the cost of the traditional analytics sequence for small teams. Ledbetter led design and UX for more than a decade at Teradata, MicroStrategy and eBay, observing enterprise analytics grow heavier and further from the end user. Secondary coverage places the founding around August 2024 and describes the founders as motivated by the gap between answers already sitting in production databases and the weeks required to get them. Felicis partner Viviana Faga was introduced to Keil by Supabase CFO Scott Buxton.

Business model

Dreambase sells a self-serve SaaS analytics product that connects to a customer's Supabase/Postgres database. Entry is free — including Supabase Report Cards, offered free for every project — with paid subscription tiers reported as Pro (~$29-49/month), Team ($249/month) and custom-priced Enterprise. The pitch is substitution: replacing per-seat BI/product analytics licenses such as Mixpanel and Amplitude, and deferring the need to hire data engineers, data scientists and analysts.

Recurring subscription revenue from tiered plans (free entry tier; Pro, Team and Enterprise), with pricing reported at roughly $29-49/month for Pro, $249/month for Team and custom pricing for Enterprise.

Traction

Disclosed traction is limited and largely self-reported. Product Hunt shows two launches with 264 and 146 upvotes and 417 followers. Secondary coverage citing the company homepage reports roughly $82K MRR, ~$988K ARR, 92% 12-month retention and 42% of revenue growth from existing-customer expansion around the time of the April 2026 seed round, with a team of about five people; these figures originate from figures displayed on the company website rather than audited disclosure.

Latest developments

In April 2026 Dreambase announced a $3.7M seed round led by Felicis and launched 'Dreambase Data Agent Skills' on Product Hunt. Proceeds are directed at expanding the engineering team, scaling product development (additional agents, integrations and enterprise features) and enterprise go-to-market, with plans to roughly double headcount. The company says it is deepening core capabilities and broadening connections to systems that complement Supabase, and its site announces the Dreambase MCP for connecting customer data to any AI agent.