Data & Analytics Consulting

Turn Data Into Decisions

We help growth-stage companies build modern data foundations, unlock insights, and drive measurable impact—faster through AI-assisted development.

Start a Project Explore capabilities
2 wks → same-day
Data latency, craft spirits engagement
15+ hrs/week
Manual spreadsheet work eliminated
8 areas
Capability areas, one right foundation
01 The Instruments

Data & Analytics Capabilities

Eight capability areas, calibrated for growth-stage teams. Hover an instrument to see how it works.

Data Infrastructure

Modern data stacks built on Snowflake and dbt

Centralized warehouses that consolidate fragmented data sources into a single source of truth.

Automated Pipelines

Python ETL that eliminates manual downloads

Custom ingestion from any format—PDFs, CSVs, portals, APIs—with error handling and logging.

Data Modeling

Dimensional models designed for analytics

Fact and dimension tables, slowly changing dimensions, optimized for downstream reporting.

Reconciliation Automation

Match, validate, and flag discrepancies automatically

Invoice-to-payment matching, multi-currency conversion, exception reporting.

Data Quality & Testing

Automated tests that catch issues before stakeholders see them

Uniqueness, referential integrity, freshness checks, and cross-model validation.

Self-Service Dashboards

Analytics your team can actually use

Tableau and Power BI dashboards with documentation and training.

Metrics Design

Define what to measure and why it matters

KPI frameworks, segmentation logic, and performance scorecards.

AI Tools & Automation

Scale analytics workflows with emerging technology

Agentic AI coding assistants that accelerate delivery while maintaining quality.

Why this matters: most companies don't need a full-time data team—they need the right foundation built once, correctly.

02 The Discoveries

Featured Engagements

Real systems delivered—charted like observations in a catalog.

Observation 001

Craft Spirits Brand

Consolidated fragmented distributor data across multiple states. Reduced data latency from 2 weeks to same-day. Designed metrics for tracking distributor performance and account health. Automated reconciliation and enabled self-service analytics—without requiring a new hire.

Data consolidationReconciliationSelf-service analytics
Observation 002

Cross-Border Commerce & Supply Chain

Automated multi-currency reconciliation across international suppliers. Eliminated 15+ hours/week of manual spreadsheet work. Currently building automated SKU matching and purchase timing signals.

Multi-currencySKU matchingPurchase signals
03 The Method

How We Work

A calm, repeatable path from fragmented data to a foundation your team owns.

01 — ASSESS

Chart the sky

Map data sources, gaps, and the decisions leaders actually need to make.

02 — BUILD

Install the instruments

Stand up pipelines, models, and tests—built once, built correctly.

03 — ENABLE

Hand over the controls

Dashboards, documentation, and training so your team runs it without us.

04 The Toolkit

Technologies We Use

A modern, well-supported stack—chosen for reliability, not novelty.

Snowflake dbt Airflow Python Tableau Power BI Claude MCP AWS
05 The Astronomer

About

We help growth-stage companies build modern data foundations and turn fragmented data into actionable insights. Our focus: automated pipelines, clean data models, and self-service analytics—delivered faster through AI-assisted development.

Boutique by design. You work directly with the person building your systems—no layers, no handoffs.

Founder

7+ years at high-growth startups. M.S. Data Analytics, Boston University. Former Senior Analytics Engineer and Staff Data Scientist.

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06 Make Contact

Start a Project

Tell us about your data challenges. We'll get back to you within 24 hours.

[email protected]
Based in San Francisco Bay Area

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