DOC · SERVICES
Data and AI consulting, in four practices.
Engineering, enterprise analytics, data science, and decisioning. We design the system, ship it, and operate it alongside your team.
Data & AI Engineering
Building the platform underneath. Pipelines, model infrastructure, and the operational fabric that makes data products durable past launch day.
- DATA PIPELINESBatch and streaming on dbt, Airflow, Spark — designed for the failure modes you'll actually hit.
- ML PLATFORMFeature stores, model registry, deployment, MLOps. Less Jupyter, more production.
- AI INTEGRATIONLLM workflows, RAG, agents, eval frameworks. With the guardrails leadership will sign off on.
- OBSERVABILITYLineage, quality, cost, drift — with alerts wired to whoever owns the bill.
Enterprise Analytics
Making the data trustworthy at scale. Semantic layers, BI tooling, and the governance models that scale with the team.
- SEMANTIC LAYERSingle source of truth on dbt + Cube / LookML. Definitions that survive a personnel change.
- BI ENABLEMENTTableau, Looker, Hex, Sigma rollouts that get adopted by the analysts they were built for.
- SELF-SERVE MODELSGovernance with permissions, lineage, and naming. Informational by default, enforced where it matters.
- METRICS LIBRARIESBoard-grade KPIs, traceable from chart back to source row.
Data Science Solutions
Forecasting, segmentation, and optimization. Models built for production, monitored, and accepted by the people whose decisions they support.
- FORECASTINGDemand, capacity, revenue. Scenario models that hold up in budget conversations.
- SEGMENTATIONCustomer, product, and behavioral clusters that map to specific actions.
- OPTIMIZATIONPricing, routing, allocation. Decision policies wired into operations.
- APPLIED MLFit-for-purpose models in production. No pilot purgatory.
Decisioning
Frameworks, briefings, and roadmaps for how decisions get made, revisited, and revised.
- DECISION FRAMEWORKSOperating doctrine for how decisions get made and revisited.
- EXECUTIVE BRIEFINGSBoard-grade narratives that survive the questions.
- OPERATIONAL DASHBOARDSOperational dashboards that get opened and audited on cadence.
- DATA STRATEGYMulti-year roadmaps for data and AI investment — costed and sequenced.
ENGAGE
Start the conversation.
Tell us what's broken. We'll come back with the engagement shape — scope, sequence, and the people we'd put on it.