1.1Ethical intelligence
Tools and legal frameworks evolve. Our responsibility to the people represented in the record endures. We build ethical judgment into every stage of the work: from the questions we ask and the agents we deploy to the boundaries we establish and enforce. Ethics is not a final review; it is part of the method.
1.2Transparency
We make our methods, decisions, and reasoning open to scrutiny. When confidentiality is necessary, it serves to protect people, clients, or the integrity of the work, not to shield us from accountability. Trust requires both openness and the judgment to know what must remain protected.
1.3Disciplined innovation
Hard problems require new methods, but novelty alone has no value. We test promising approaches early, evaluate them under real operating conditions, and retain only what proves effective. We weigh the risks of change against the costs of standing still.