What we build.
Four focused practices designed for startups and small businesses getting serious about data and AI — without the complexity or cost of an enterprise engagement.
Data Platform & Pipelines
Stop living in spreadsheets. Build a real data foundation.
Most early-stage companies are making decisions based on exports, gut feelings, and one-off SQL queries. We build the pipelines and warehouses that give you a single, trusted source of truth — so everyone in your company is working from the same numbers.
Snowflake, BigQuery, or Databricks — set up correctly from day one, not patched together over time.
Reliable pipelines with dbt and Airflow that move your data from source to warehouse automatically.
Kafka or Kinesis pipelines for when your business needs data in seconds, not hours.
Automated checks that catch bad data before it reaches your dashboards or your models.
Analytics & BI
Give everyone in your company answers, not just data.
We build the dashboards and metrics layers that turn your warehouse into a tool your whole team can use — not just engineers. When your head of growth, your CEO, and your product manager can all answer their own questions, you make better decisions faster.
The metrics that actually matter to your business — designed around how you make decisions.
One definition of "revenue", "churn", and "active users" that everyone agrees on.
Metabase or Looker setups that let non-technical teammates answer their own questions.
Funnel analysis, retention curves, and activation metrics wired to your warehouse.
AI & LLM Integration
Add real AI to your product — not just a chatbot wrapper.
We help startups and small businesses build production-grade AI features using OpenAI and Claude. Not demos that fall apart in production — real systems with guardrails, evals, and monitoring that your users can rely on every day.
End-to-end AI feature development using the right model for your use case and budget.
Let your users ask questions about your docs, your data, and your knowledge base — and get accurate answers.
Custom AI assistants that know your business and actually save your team time.
Systematic prompt design and output validation so your AI behaves reliably in production.
Claude Code & AI Dev Tooling
Make your small engineering team punch above its weight.
A 3-person engineering team with the right AI tools can do what used to take 10. We help you adopt Claude Code across your team, wire it up to your internal systems with MCP, and build the custom tooling that eliminates the repetitive work slowing you down.
Get your whole engineering team productive with Claude Code fast — right setup, right workflows.
Connect Claude to your databases, APIs, docs, and internal tools so it actually knows your codebase.
Custom CLI tools, code review bots, and doc generators built on Claude that fit your workflow.
Multi-step AI agents that handle the repetitive engineering tasks eating your team's time.
Not sure where to start?
Book a free 30-min call. We'll tell you exactly what you need — and what you don't.