Dreambase

Dreambase is an Austin, Texas-based AI-native analytics platform built for companies whose operational data sits in Supabase, and more broadly in Postgres. The product connects to a Supabase project in one click via Supabase Auth, automatically detects schemas, tables and relationships, and then uses AI agents to index the database, infer usage patterns and identify key metrics. The stated goal is to deliver dashboards, reports and insights directly from the operational database without tracking SDKs, ETL pipelines, a data warehouse or a dedicated data team.

The platform is organized around several agent roles and components. Marketing material describes a Data Engineer agent that monitors system health and query performance and maintains the semantic layer, a Data Analyst agent that builds dashboards and runs analyses, and a Business Insights agent that proactively surfaces anomalies, trends and opportunities. Named features include Supabase Report Cards (free database health assessments covering security, performance, reliability and architecture), live production dashboards with drag-and-drop editing, 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 are described as composable bundles of data sources, business logic and visualization rules that give agents context about the business.

Access is available through the Dreambase UI, a CLI, and MCP. The company announced the Dreambase MCP to connect customer data to any AI agent, and integrates with complementary systems such as Stripe, PostHog and Polar via APIs and MCP without duplicating data. Insight delivery channels include email and Slack.

Founding story

Coverage of the seed round describes Dreambase as co-founded by Andy Keil (CEO), a former Head of Product at QuotaPath, and Kyle Ledbetter (CTO), whose background includes design and engineering roles at Teradata, MicroStrategy and eBay. Keil has said the decision to start the company followed a shift in his view of what a two-person team could build with AI tooling: after experimenting with Claude Artifacts he built three micro-apps in one afternoon, and the pair subsequently left their jobs. The founders describe living the problem of slow answers to product questions despite the data already existing in their databases, and report going from whiteboard idea to a working prototype in five days.

Business model

Dreambase sells a self-serve and sales-assisted SaaS subscription. Users connect a Supabase project and pay for tiered access to AI data agents, dashboards, reports and the semantic layer. A free tier is offered to start, with paid tiers reported as Pro (approximately $29-49/month), Team ($249/month) and Enterprise on custom pricing. The pitch is cost substitution: replacing paid analytics tools such as Mixpanel and Amplitude and avoiding dedicated data-team hires.

Recurring subscription revenue from tiered plans (free entry tier; Pro, Team and Enterprise), with Enterprise priced custom.

Traction

Publicly verifiable traction is limited. Product Hunt shows two launches (August 2025 and April 2026), 417 followers and no reviews; the 2025 launch recorded 84 comments and 264 upvotes and the 2026 launch 13 comments and 146 upvotes. The company had roughly five employees at the time of its April 2026 seed round. Revenue-style figures such as MRR of about $82,400 and ARR of about $988K, 92% 12-month retention and 42% expansion-driven growth appear on the company's own website inside product screenshots; one secondary article repeats them as company traction, but they are not independently confirmed.

Latest developments

In April 2026 Dreambase announced a $3.7M seed round led by Felicis with participation from Active Capital, FirstMile Ventures, Darkmode Ventures, Angel Collective, Earl Grey Capital and Mercury Fund, plus angels including Supabase CFO Scott Buxton and other Supabase executives and individuals from Perplexity, Cloudflare, WhatsApp, Expo, Reforge and QuotaPath. Proceeds are earmarked for engineering hiring, product development and enterprise go-to-market. Also in April 2026 the company launched Dreambase Data Agent Skills on Product Hunt, and its website promotes the Dreambase MCP for connecting customer data to any AI agent. The company states it is deepening core capabilities and broadening integrations with systems that complement Supabase.