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Case studies

A few representative engagements. Specific details are anonymized; the patterns are real.

Retail

Forecasting modernization for a multi-channel retailer

Rebuilt the forecasting pipeline with a clean data model and automated evaluation, enabling faster planning cycles and fewer surprises.

Stack
  • • BigQuery
  • • dbt patterns
  • • Python
  • • Airflow-style orchestration
Highlights
  • Reduced manual planning effort
  • Improved forecast stability
  • Created a shared KPI language across teams
B2B SaaS

Support copilot with grounded answers and audits

Built an internal copilot that searches policies and tickets, with guardrails and traceability for every answer.

Stack
  • • Vector search
  • • LLM routing
  • • Evaluation harness
  • • Vercel deploy
Highlights
  • Faster ticket resolution
  • Fewer escalations
  • Audit-friendly citations + feedback loop
Fintech

Metric reliability program across product + finance

Standardized definitions and created a metrics layer so stakeholders could trust the same numbers everywhere.

Stack
  • • Warehouse
  • • Semantic layer
  • • Looker-style modeling
  • • Data contracts
Highlights
  • Unified KPI definitions
  • Reduced dashboard drift
  • Shortened executive reporting cadence

Ready to ship something measurable?

We’ll start with a quick call to understand goals, constraints, and what “success” means for your team.

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