Boutique revenue intelligence & AI operations
A boutique agency for startups and consumer businesses. We build the forecasting models, AI automations, and analytics foundations that move the numbers you actually run on — and we build them to outlast the person who wrote them.
Trusted by Investors
Proven Results That Speaks for Themselves
lower forecast error for a 50+ location operator
Airbnb properties running on automated AI systems
of manual coordination removed from operations team
YouTube videos modeled into measurable growth signals
weekly forecast error in production
Every number here comes from a shipped client system. Read the case studies →
What We Do
Two things we're known for, built on a foundation we never skip.
We're a small team that works like an engineering shop: version control, tests, documentation, and systems you can actually maintain. Most engagements fall into one of three areas.
Foundation — Data & Analytics Engineering
The layer everything else stands on.
Analytics Engineering
A tested, documented transformation layer that defines every metric once — so the whole business stops arguing about the numbers.
Product Analytics
Instrument your product, own your event data, and turn behavior into decisions through clean tracking, segmentation, and trustworthy experiments.
Pillar 1 — Revenue Intelligence
Forecasts, models, and dashboards accurate enough to staff, stock, and plan against.
Revenue Forecasting Systems
Warehouse-native demand and revenue forecasting that refreshes on a schedule and is trusted enough to act on. We cut one operator's forecast error roughly in half across 50+ locations.
Production ML Systems
We take models from notebook to a tracked, retrainable, servable system a small team can run — baseline-first, interpretable, and right-sized to your problem.
Dashboards & BI as a Service
The full path from source data to dashboard, paired with the frameworks that get teams to actually trust and use the metrics.
Pillar 2 — AI Operations
An AI layer that reads unstructured inbound and turns it into the right routed action.
AI Operations & Workflow Automation
We take manual triage out of operations — classify the request, match the context, route the action, and keep a human on the ambiguous cases. One client saved 10+ hours a week across 300+ properties.
AI Copilots & Agentic Systems
Operational copilots and tool-using agents built on MCP architecture, vector memory, and multi-agent orchestration — production-grade systems that take real actions, with guardrails.
Dashboards & BI as a Service
The full path from source data to dashboard, paired with the frameworks that get teams to actually trust and use the metrics.
How We Work
We treat analytics like engineering.
Most growth-stage companies have more data than they can act on. The ones that win are the ones who build systems around it. That's what I do.
Featured Case Studies
Systems we've shipped
A few representative builds across forecasting, AI operations, and analytics foundations. See more case studies here →
Testimonials
How We Work
About the team
A boutique agency … not a body shop.
We're outcome driven
The Data Strategist is a small, senior team that builds revenue intelligence and AI operations systems for startups and consumer businesses. We've shipped forecasting systems, AI automations, and analytics platforms for operators in hospitality, retail, restaurants, and media. We take a limited number of engagements at a time, which keeps the work senior, hands-on, and accountable to outcomes rather than billable hours.
Our experience
We've worked in data and business strategy across Hospitality, Retail, Restaurants, Consumer Tech, and Media.
Building With
SQL
Python
GCP
AWS
Docker
Github
Git
dbt
BigQuery
Snowflake
Databricks
Tableau
Looker Studio
Mode Analytics
GA4
Amplitude
Mixpanel
Looker Studio
Pandas
Scikit-Learn
Statsodels
XGBoost
LightGBM
CatBoost
RandomForestRegressor
ARIMA
Prophet
SHAP
Optuna
MLflow
Weights & Biases
Vertex AI
BigQuery ML
TensorFlow
Airflow
Prefect
Google Cloud Composer
Fivetran
Meltano
dlt
FastAPI
Streamlit
Django
pytest
unittest
CI/CD
OpenAI
Anthropic
Gemini
Claude
n8n
Supabase
et cetera
Get Started
Let's find the system worth building.
Book a free 30-minute consult. We'll look at where forecasting, automation, or your data foundation could move a number that matters — and tell you honestly whether it's worth doing.
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