01
Human oversight
Final strategic recommendations and client decisions remain human-led.
01 — Privacy & Responsible AI
Trust is part of the infrastructure.
This initial application foundation reflects the governance principles below. A final legal privacy policy and operational terms will be published before production data collection.
02 — Operating Principles
Clear boundaries for people, data, and AI.
02
Privacy & confidentiality
The experience should not request unnecessary sensitive information, and contractor information should be handled confidentially.
03
Information security
Sensitive credentials must never be exposed or collected through the assessment experience.
04
Transparent AI use
When AI supports education, organization, explanation, or implementation, that role should be clear.
05
Least-privilege access
Systems and people should receive only the access appropriate to their role and task.
06
Optional, governed AI
Contractors are not required to adopt AI. Any use should support an appropriate business process within established guardrails.
03 — About Sage
AI-supported. Human-directed.
Sage is an AI-supported growth strategy assistant and educational guide. Sage may educate, organize, explain approved recommendations, and support implementation. Sage does not replace Karen Becerra’s strategic judgment, independently make client decisions, or guarantee business outcomes.