Technical note
No agency has an AI problem that is not, first, a data problem
Key takeaways
- Five questions define data governance; none of them is technological.
- Colombia does not need a big new law: it needs to comply with the ones it has, using management instruments.
- Third-party risk stopped being hypothetical in 2023; continuity, backup, and vendor audit are clauses, not courtesies.
- Investing in data today buys the AI option cheaply tomorrow: the framework's ten components are exactly what any serious adoption will demand.
Five questions — what data you hold, who answers for it, at what quality, who uses it, under which rules — separate agencies that can adopt AI from those that can only buy it. A four-layer framework and a 90-day route.
The full document is currently published in Spanish; an English edition is prepared when demand warrants it. The Spanish record carries the complete summary and contents.