Four offerings, one LLC. Mix them in whatever shape fits your stage.
Data Platform Engineering
Warehouses, lakehouses, and the plumbing that feeds them.
We design and build the end-to-end data plane: ingestion (Fivetran / Airbyte / custom), storage (BigQuery, Snowflake, Postgres, DuckDB), transformation (dbt, SQLMesh), orchestration, and observability. Choose a platform that fits your team's operating model — not the vendor with the loudest sales team.
Greenfield platform builds and migrations
dbt / SQLMesh modelling and metric layers
Orchestration with Dagster, Airflow, or serverless schedulers
CDC, event streams, and batch ingestion
Cost controls, observability, and runbooks
AI & Machine Learning
Prediction and automation that clears revenue, not conference slides.
We ship ML where it earns its keep: churn, demand forecasting, routing, classification, LLM-backed workflows. Every engagement starts with a PoC gate — if the numbers don't beat your current baseline, we don't ship to production.
Forecasting (demand, revenue, capacity)
Classification and scoring models
LLM + retrieval pipelines for internal tools
MLOps: training, registry, deployment, monitoring
Guardrails, evals, and drift detection
Analytics Strategy
Before you buy more tools, define what you're trying to decide.
A 2–4 week, fixed-price Discovery that inventories your systems, maps your reporting reality, and scores your data maturity. You leave with a phased plan, a budget range, and a metrics layer definition — usable whether you hire us for execution or not.
Data maturity assessment (5 dimensions)
Systems inventory and integration map
Reporting waste audit
Metrics layer and KPI catalog
Phased roadmap with cost ranges
Freelance Data & AI
Senior capacity, flexible cadence.
For teams that just need experienced hands for a quarter or two — pipeline rebuilds, dashboard migrations, analyst coaching, or staff augmentation during a crunch. Retainer or T&M, priced transparently.
Time & materials with not-to-exceed caps
Monthly retainers with rollover
Analyst coaching and SQL/dbt enablement
Dashboard migrations (Tableau, Looker, Power BI, Metabase)