Data Strategy
Operating-model design, capability roadmaps, and KPI frameworks that align leaders and unlock budgets.
- North-star architecture
- Pragmatic maturity assessments
- Value-backed roadmaps
Serious data. Light touch.
Modern strategy, warehousing, analytics & AI that ship. We make the complex feel simple—without dumbing it down.
What we do
Warehousing
Snowflake-forward builds with scalable ELT, modeling, governance, and cost control. We love clean lineage.
- ELT/ETL + orchestration
- Dimensional & semantic layers
- Security & data contracts
Analytics
Self-serve dashboards that teams actually use. Less reporting theater, more decisions.
- KPI design & taxonomy
- Enablement & governance
- Experimentation & insights
AI & Automation
From pilot to production agents that plug into your stack. Use-case first, not hype first.
- Discovery & prototypes
- Retrieval & agent patterns
- Risk, privacy & guardrails
About
We’re operators who build for reality: messy data, moving targets, and finite budgets. Our specialty is pairing sharp strategy with sleeves‑rolled‑up implementation—so you get outcomes, not just slides.
Snowflake
dbt
Fivetran
Tableau
Looker
Segment
Reverse‑ETL
Governance
Contact
Emails for @databitches.com aren’t live yet. Use the form below — it’s a placeholder that will be wired up soon.