Design Poise builds the data layer end-to-end — architecture, pipelines, warehouse, BI, and analytics — so the reports that ship are backed by a data model the engineers can extend, not a spreadsheet the analyst is afraid to touch.
Conceptual, logical, and physical data modelling — including dimensional modelling, data vault, and operational data store design. The architecture the next analyst can build on, not the spreadsheet the last one left behind.
Airflow, dbt, Fivetran, Stitch, and custom pipeline development — with data quality checks, lineage tracking, and the unglamorous error handling that keeps reports from showing yesterday’s numbers.
Snowflake, BigQuery, Redshift, and Synapse implementation — with cost-aware design, governance, and performance baked in, not bolted on after the bill comes.
Power BI, Tableau, Looker, and Metabase implementation — with semantic layers, governed metrics, and reports the business uses instead of exporting to Excel and rebuilding.
Predictive models, forecasting, anomaly detection, and ML-assisted analytics — embedded in the BI layer where the decisions actually get made, not in a notebook nobody opens.
Four phases that take a data engagement from current-state discovery through architecture and pipeline build to a reporting layer the business actually uses — with senior data engineers on the model and governance designed in from the start.
Current-state mapping of source systems, existing reports, data quality issues, and the actual decisions the business needs to make — not the dashboard the consultant wants to build.
Data architecture designed across operational, integration, and analytics layers — with modelling approach, pipeline orchestration, and governance documented before any pipeline is built.
ETL/ELT pipelines built with quality checks, lineage tracking, and observability — pipelines that fail loudly when data is wrong, not silently while reports go out.
BI layer built with governed metrics, semantic models, and reports designed for the decision — with the analytics and forecasting embedded where the user already is, not in a separate tool.
Start with a design review. Senior engineers on every engagement. Royalty retainer standard, full IP transfer at premium.
No junior delegation. No hourly billing. Every engagement is led by a senior practitioner with a Fortune 500 portfolio — Alienware, Dell, Viper Motorcycle, Load King, Starbucks.
The professional services practice funds the ventures. ROAR BE+ — 800hp, 1.9s 0-60 — is in design phase. YOND electric boat fleet. FlyDrone aerial access. Vehicle Share. Groom Club. RX Kit. One wallet.