Data strategy & automations for businesses who want to grow.
I help you turn messy workflows and scattered tools into clean data flows and automations you can actually maintain.
Who I help
Solo founders
- Areas
- Data audits, Automations, Data strategy planning
- Challenge
- You are tracking everything in spreadsheets, email, and sticky-notes—but nothing talks to each other. You have tools like Zoho, Google Workspace, or another CRM but no clear data model or automation strategy.
Overloaded nonprofits
- Areas
- Data warehouse design, Data audits, Custom data products, Reporting pipelines design, Business development proposal design help
- Challenge
- You collect plenty of data on programs and donors, but your reporting is still manual and time-consuming.
Researchers
- Areas
- ETL pipelines, Custom visualizations, Custom frontend
- Challenge
- You have some data sources but no idea how to engineer it into an automated ingestion pipelines and table patterns that will aggregate it accurately for complex visualizations & integrated analysis.
Internal teams
- Areas
- Data audits, ETL pipeline design, Schema & Automation planning
- Challenge
- You juggle lots of data and even pipelines but the data modeling and automation strategies are scattered.
Solo founders
You're tracking everything in spreadsheets, email, and sticky-notes—but nothing talks to each other. You have tools like Zoho, Google Workspace, or a CRM but no clear data model or automation strategy.
Overloaded nonprofits
You collect plenty of data on programs and donors, but your reporting is still manual and time-consuming.
Internal teams
You juggle lots of data and even pipelines but the data modeling and automation strategies are scattered.
How it works
1. Map your data
We untangle your current tools and workflows: leads, contacts, engagements, and documents—what exists today and what's missing.
2. Design usable & scalable schemas
I translate your real-world process into clean data structures and lifecycles: what gets stored where, and how it moves.
3. Automate the repetitive parts
We implement smart automations so your data stays consistent, updated, and ready for reporting and future pipelines.
Ways I help
Strategy Session
60–90 minute plan with prioritized actions.
Automation Starter
Small focused projects to remove manual work.
Data Health Check
Quick audit and concrete fixes for your pipelines.
From cluttered spreadsheets to a repeatable pipeline
We map your data flow, then implement a small set of automations that save hours each week.
- • Simple schema and naming conventions
- • Automated ingests and validation
- • Lightweight dashboards you can trust
How we work
- 1DiscoveryUnderstand your goals and current tools.
- 2PrototypeShip a minimal automation or pipeline.
- 3HandoverDocs, tests, and a plan for next steps.
What clients say
“Laura turned our messy reports into a system we actually trust.”
“Fast, clear, and pragmatic — highly recommended.”
Make your data actionable — without the overwhelm.
I help clients turn messy inputs into reliable pipelines and data warehouses — fast.