Responsible AI Commitments

Client data is never used to train our models or external models.

Data you share with us during engagements is used solely for that engagement. We do not aggregate client data for model training, sell data to third parties, or use client information to develop products that benefit other clients without explicit consent.

Model attribution is clear in all deliverables.

When we build systems that use AI models, we document which models are used, their versions, their known limitations, and their licensing terms. You will always know what is powering your system.

Evaluation suites are disclosed.

Every AI system we build comes with an evaluation suite. We document what we test, how we test it, and the results. You will know the boundaries of system performance, not just the happy path.

Governance documentation is part of every AI deliverable.

We provide model cards, risk assessments, and operational runbooks. These documents are designed to be useful — for your team, for auditors, and for stakeholders who need to understand what the system does and does not do.

We decline engagements where the AI use case is high-risk without adequate human oversight.

Not every AI application should be built. We will not help build systems that make consequential decisions about people without meaningful human review, systems designed to deceive, or systems where the risk profile exceeds the controls available.