From bland data to spicy, actionable insights.
We stand up the AI-first analytics stack and do the work it takes to make AI chatbots actually answer questions accurately. Modern data platforms, semantic layers, and decision-grade dashboards.
Main offerings.
Data & AI Strategy
A roadmap for where to bet on data and AI. Named bets, measurable milestones, and the accelerator paths to deliver them.
Context Engineering
AI chatbots that get the right answer, not just any answer. Semantic layer, eval suite, and guardrails before the bot ships.
Analytics Engineering
Models your team can trust and extend. Tested, documented dbt pipelines you own after handoff.
Data Engineering
Modern data stack, built end-to-end. Warehouse migrations, ELT pipelines, and BI delivered in weeks.
A look at what we build.
These are open demos and write-ups. They reflect the kind of work we take on with clients. Same tools, same techniques, same playbook.
Your sales funnel, transparent in both directions.
A B2B sales funnel you can read both ways: which activities became closed-won revenue, and every deal traced back to the activity that sourced it. Full pipeline transparency for sales teams, plus the attribution logic and architecture behind it.
A live data app for $0: DuckDB, Astro, and no BI tool
When and where to find tropical fruit in Hawaii, built on iNaturalist data with DuckDB and Astro for the cost of zero dollars. The architecture, the tools, and an honest take on open source vs Omni, Hex, and Tableau.
Migrating a Tableau dashboard to Omni by writing for the CLI, not the human
A Claude Code skill that turns a Tableau .twbx into a live Omni dashboard in 5 minutes. The thesis: stop writing migration docs for humans, design backwards from the target tool's CLI.
AI-native since day one.
We built the firm around a simple bet: a small crew of senior experts, paired with AI tooling, can outperform a traditional bench at a fraction of the cost and timeline.
Senior only
Every hour is delivered by a senior analyst or engineer. No offshore pipelines, no junior bench, no hidden handoffs.
AI-native delivery
We build with Claude Code, dbt, and modern stacks from day one. Not retrofitted AI. Baked in.
Radical transparency
Open hourly rates, shared SOWs, documented deliverables. You see the markup structure and the work log.
Aligned incentives
Uncapped 5% referral commissions. Fair contractor rates. A model built so everyone wins when the work is good.
From intro call to clean handoff.
Intro call
30 minutes to understand your data, your stack, and what success looks like.
Scoped proposal
Transparent pricing, clear milestones, and a timeline measured in weeks, not quarters.
Build & ship
Senior delivery with AI-assisted workflows. Documentation and tests ship with the code.
Handoff that lasts
Your team owns the output. Clean repos, readable models, no long-term dependency on us.
Ready to add some spice?
A 30-minute call, no pitch deck. We'll talk about your data, your stack, and where AI can actually help.