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Bruin
Techstars '23Berlin, DE · Founded 2023 · 19 employees on LinkedIn · 3 known investors
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Bruin is a data platform that connects to databases, CRMs, analytics, and billing systems to provide instant insights and dashboards. It serves business teams across finance, sales, marketing, product, and support functions through conversational AI interfaces integrated into tools like Slack and Teams.
Also known as Bruin CLI · Bruin Cloud
Founders & leadership
Bruin was founded in 2023 by Burak Karakan.
Investors · 3
How we know: Lunar Ventures's portfolio page · open dataset · 5k.vc investor directory · Not right? Tell us
How we know: Materialized View Capital's portfolio page · Not right? Tell us
How we know: the Techstars portfolio · open dataset · Top 3000 Accelerator Startups (no YC) 2026-08 · open dataset · 5k.vc investor directory · Not right? Tell us
Company profile
researched Sep 2026Bruin is a Berlin-based data platform that spans the full data lifecycle: ingestion from external sources, SQL, Python and R transformations, data quality checks, lineage and orchestration, plus an AI layer that answers questions, builds dashboards and runs scheduled agents. The company positions the product as a single governed platform covering what teams otherwise assemble from separate ingestion, transformation, quality/catalog, BI and AI tools, while allowing adoption layer by layer alongside existing tools such as dbt, Airflow, Fivetran, Airbyte, Looker or Tableau.
The product has three broad stages. Ingestion is handled by ingestr, an open-source ingestion CLI that moves data from 70+ sources and thousands of business tools into a warehouse. Modelling and trust is handled by pipelines written in SQL and Python, with column-level checks (for example not_null, unique, positive), glossaries, policies, lineage, data-diff comparisons across connections, Jinja templating, incremental and lakehouse materializations (Iceberg, Delta Lake), and end-to-end dry-run validation. The consumption layer includes an AI data analyst that answers from governed models and attaches the executed query and sources, AI-generated dashboards, data apps, and scheduled agents that deliver briefs, alerts and automated fixes. Users can interact through Slack, Microsoft Teams, Google Chat, WhatsApp, Discord, Telegram, email or the browser.
Bruin supports a broad set of data platforms including Snowflake, BigQuery, Databricks, Redshift, Postgres, ClickHouse, DuckDB, MotherDuck, MySQL, SQL Server, Microsoft Fabric, Synapse, Oracle, AWS Athena, Apache Doris, StarRocks, Trino, Dremio, S3, Apache Spark, AWS EMR Serverless and GCP Dataproc Serverless, plus business systems such as Stripe, HubSpot, Salesforce, Shopify, GA4, Meta Ads and Google Ads.
Business model
Bruin operates an open-core model: the Bruin CLI (pipelines, transformations, quality checks) and the ingestr ingestion engine are open source under an MIT license and can be self-hosted or run in CI, while Bruin Cloud is a managed commercial layer adding orchestration, governance, observability, SSO and the AI analyst, dashboards and agents.
Bruin Cloud is offered as a free-to-start tier with $100 in credits and 50 AI tasks and no credit card required, with pricing that scales with usage rather than per-seat licensing; the CLI and ingestr are free and open source.
Traction
The open-source project reports approximately 5,500 GitHub stars. Public customer testimonials come from StarBerry Games, Kyoso Interactive, Digitalmoka, Workhy, Lessmore and Spektra Games. The platform holds ISO/IEC 27001:2022 certification and a SOC 2 Type 2 attestation, and advertises a 99.9% uptime SLA.
Latest developments
The platform is presented as an end-to-end AI data platform with an AI data analyst, AI-generated dashboards, data apps and scheduled agents layered on top of the ingestion, transformation, quality and orchestration stack, alongside MCP support for AI/LLM integration.
▸Full profile — market position, technology, go-to-market, geography, history
Market position
Bruin positions itself as a replacement for or complement to the modern data stack, mapping its layers against separate ingestion, transformation/orchestration, quality and catalog, BI and AI tools, and comparing its scope to a combination of dbt, Airbyte and Great Expectations. A European startup directory classifies it under Big Data, SaaS and Technology in Germany.
Bruin contrasts its approach with general-purpose AI assistants by answering from a governed semantic layer and live warehouse data with the query, source and snapshot cited, rather than from pasted context, and by acting across the data lifecycle (ingestion through dashboards, alerts and automated fixes) rather than only answering. The open-source, MIT-licensed core and self-hosting option are presented as avoiding vendor lock-in, and the company reports that ingestr was the fastest tool in 76 of 79 internal benchmarks.
Technology
The platform runs SQL, Python and R transformations inside the customer's warehouse, with table/view and incremental materializations, lakehouse support via Iceberg and Delta Lake, isolated Python environments using uv, Jinja templating, concurrent pipeline execution, secrets management via environment variables and vaults, column-level lineage, data-diff, and an MCP server for AI/LLM integration (for example allowing Claude to drive work through Bruin). The AI analyst reads schema, metadata and quality state, writes and executes SQL against the warehouse and cites the query, source and snapshot; the company states customer data is not used to train models and that LLM calls go through enterprise endpoints with no-training agreements. Tooling includes a single-command CLI installer for macOS, Linux and Windows (WSL), a VS Code extension, project templates and GitHub Actions support.
Go-to-market
Distribution combines open-source adoption of the Bruin CLI and ingestr with a self-serve free tier of Bruin Cloud (credits and AI tasks, no credit card) and a sales-assisted motion via booked demos. The platform embeds in tools teams already use, including Slack, Microsoft Teams, Google Chat, WhatsApp, Discord, Telegram and email, and the company publishes documentation, benchmarks and a newsletter. Customers can start with a single layer and expand to the full platform.
Data teams and business functions in companies running a modern data stack, including marketing, revenue and product teams that query data conversationally. Named references skew toward gaming studios and digital businesses, including StarBerry Games, Kyoso Interactive, Spektra Games, Lessmore, Digitalmoka and Workhy.
Geography
Headquartered in Berlin, Germany, with deployment options in Bruin Cloud, a customer's own VPC or on-premises, and GDPR-compliant data residency controls.
History
Bruin was founded in 2023 and is based in Berlin, Germany. It is listed in the EU-Startups directory with total funding in the €1–€100K range and an active company status.
Compiled by commissioned research from 9 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Related companies · 10
Companies working in the same space as Bruin.
Timeline · 1
launches, deals, and filingsBruin states that its platform is ISO/IEC 27001:2022 certified and SOC 2 Type 2 attested, with controls including role-based access, audit logs, SAML 2.0/OAuth SSO, AES-256 encryption, VPC peering, IP whitelisting and GDPR data residency.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
▸Research sources · 9
primary sources listed
- Bruingetbruin.com · web
9 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Bruin do?
- Bruin is an end-to-end data platform combining ingestion, transformation, quality checks and an AI analyst layer.
- Who founded Bruin?
- Bruin was founded by Burak Karakan in 2023.
- Who are Bruin's investors?
- Bruin's investors include Lunar Ventures, Materialized View Capital, Techstars.
- Where is Bruin headquartered?
- Bruin is headquartered in Berlin, DE.