Hearthlore’s Services
Most data problems aren’t tool problems; they’re structure problems.
Hearthlore focuses on fixing the foundation.
Data Strategy & Architectural Roadmapping
When structure is unclear, strategy becomes reactive. Roadmaps get built around tools instead of architecture. Leadership asks for acceleration, but no one has defined the foundation.
That’s where this work begins.
You might be here if:
- You have Snowflake but no clear architectural direction
- Leadership is asking about AI before the data is ready
- You’re migrating platforms and need structure, not just movement
- You’re unsure what “good” looks like for your environment
What this work focuses on:
- Reviewing how your data is currently structured
- Identifying where definitions, ownership, or access create risk
- Mapping how data flows across systems and reporting layers
- Defining a practical roadmap for improving stability and governance
Architecture & Environment Design
Architecture shows up in the details: how tables are structured, how access is granted, how environments are separated.
When those details are inconsistent, instability follows.
You might be here if:
- Tables are structured differently across teams
- Naming conventions are inconsistent
- Raw data is used directly in reporting
- Access has grown organically without standards
- Costs are increasing without clear visibility
What this work focuses on:
- Designing structured Snowflake environments
- Establishing clear architectural standards
- Building role-based access frameworks
- Structuring environments for stability and cost control
- Bringing consistency to how data is introduced and organized
Governance & Stewardship Frameworks
Governance is not paperwork. It is clarity around ownership, definitions, and responsibility. Without it, even well-designed systems drift.
That’s the work here.
You might be here if:
- No one is sure who owns specific datasets
- Definitions change depending on who you ask
- Documentation is incomplete or outdated
- Access requests are handled informally
- Audit or compliance risk is increasing
What this work focuses on:
- Defining who owns what, and what that ownership means
- Establishing consistent definitions across reporting and analytics
- Creating clear processes for requesting and granting access
- Documenting standards for how new data is introduced
- Putting structure in place so governance does not depend on memory
If the foundation isn’t stable, nothing built on top of it will be.
Let’s fix the foundation.