Pilot to Production data migration
Useful for
Introduction
Pilot data should not accidentally become Production data. The transition needs an explicit decision.
Knowledge scope
This is startup-specific guidance in the public playbook. It is framed around the POC Started -> Pilot Ready decision point and the practical trade-offs a small company faces while moving from idea to Production.
Why it matters
During Pilot, data may be incomplete, temporary, manually repaired or created under different expectations. Moving it into Production without a decision can create data quality, privacy, support and contractual problems.
How it fits the playbook
This reference supports the POC Started -> Pilot Ready stage of the startup CTO playbook. It gives the public context for the decision without exposing the deeper assessment method behind the agentic operating model.
Design considerations
- Decide whether Pilot data will be deleted, migrated, retained or treated as temporary.
- Tell users what Pilot means for their data.
- Consider whether the database may need to be recreated and what data loss risk exists.
- Plan migration rehearsals where Production depends on Pilot data.
- Keep retention, deletion and customer communication aligned.
What good looks like
The company can explain what happens to Pilot data before Production starts and can support that decision technically and contractually.
How Brokenhouse helps
Turn this into a practical plan.
I help technology teams turn this guidance into decisions, implementation plans, governance evidence and production-ready operating models.
Talk through your situationNext guidance
Related decisions to work through
Startup playbook: from POC to Production
This is a CTO playbook for augmenting the agentic SDLC with the company work that sits around the software. Most startup writing focuses on building the product. This playbook focuses on the identity, governance, data protection, delivery, cloud and operational decisions that allow a small SaaS company to move from idea to production without creating avoidable risk.
Is the company ready?
The first few months of a software business are not just about building the product. They are about creating the conditions that allow the product to be built, deployed, governed and supported without the company tripping over its own foundations.
Can we start the POC?
Before starting the POC, there is a small amount of governance that should be put in place. This is not about slowing the team down or pretending to be an enterprise. It is about creating enough shape that the first few months do not become a mess of forgotten passwords, inconsistent names, unclear decisions and accidental access.