Data · AI · For Startups & Small Businesses

From zero to
data-driven. Get started
with Data and AI._

You don't need a full data team to make smarter decisions. Varchar Labs gets startups and small businesses the pipelines, dashboards, and AI tools they need — built right, without the enterprise price tag.


// what we do

Everything you need to get started.

From your first data pipeline to a fully AI-powered product — we meet you where you are and build what you actually need, not what a Fortune 500 would buy.

Data Platform & Pipelines

We set up the data foundation you need to stop relying on spreadsheets and start making decisions from real, trusted data.

  • Data warehouse setup & modeling
  • ETL/ELT pipelines with dbt & Airflow
  • Real-time streaming with Kafka
  • Data quality & observability

Analytics & BI

Clear dashboards and metrics that give your whole team visibility into what's working — no engineering degree required to read them.

  • KPI dashboards & executive reporting
  • Semantic & metrics layers
  • Self-serve analytics with Metabase / Looker
  • Product & growth analytics

AI & LLM Integration

Add real AI to your product or internal workflows using OpenAI and Claude — not demos, but production-ready features your users can actually rely on.

  • OpenAI & Claude API integration
  • RAG pipelines over your own data
  • AI copilots & internal tools
  • Prompt engineering & guardrails

Claude Code & AI Dev Tooling

Multiply your engineering team's output with AI-native workflows — Claude Code, MCP servers, and custom internal tooling built around how you actually work.

  • Claude Code setup & team onboarding
  • MCP server configuration
  • AI-powered internal dev tools
  • Agentic workflow design

// tech we work with
SnowflakedbtAirflowSparkKafkaKubernetesTerraformAWSGCPAzureOpenAIClaude APIClaude CodePythonGitHub ActionsMetabaseLookerDatabricks

// why varchar labs
01

Built for startups and small businesses. We help you go from spreadsheets and gut feelings to real data infrastructure — without the complexity.

02

Senior practitioners only. Every engagement is run by engineers who've done this before — no juniors parachuted in.

03

Insight-driven. We don't just build pipelines — we make sure your data actually answers the questions your business is asking.

04

Your stack, your choice. We work with managed services or open-source — whatever fits your team and budget.

Not sure where to start?

Book a free 30-min call. We'll tell you exactly what you need — and what you don't.

Book a free call →