Responsible AI is an operating discipline.
BLACK& applies human oversight, source control, permission boundaries, validation, monitoring and accountable review to AI-supported systems according to their consequences and context.
Human oversight
AI may support analysis and workflow. Material legal, financial, employment, security or governance decisions remain subject to authorized human judgment.
Data governance
Data must have a lawful purpose, defined access, appropriate provenance and retention. Confidential information is not moved into unapproved model environments.
Model risk
Deployments document intended use, limitations, failure modes, evaluation method, monitoring and escalation. Accuracy is not assumed across contexts.
Prohibited uses
BLACK& does not authorize AI to fabricate evidence, conceal material uncertainty, bypass permissions or make high-consequence decisions without required human authority.
Third parties and monitoring
Provider relationships, data terms, security and service dependency are reviewed according to use. Material changes require reassessment.