Who I help
Four kinds of people bring me work
Each lane below describes one of them — what they need, what they get, and how the provenance discipline shows up for them. If you recognize yourself in more than one, start with the closest fit; the method underneath is the same.
Enterprise & compliance
Numbers that survive assurance
For teams whose numbers face a regulator, an auditor, or an assurance review — analysis built disclosure-ready, with the provenance to defend it when someone checks.
Foundations & mission orgs
Findings you can defend
For foundations, institutes, and mission-driven organizations — questions across all five practice domains, answered so they hold up to a board or a funder.
Teams using AI
AI you can audit
When a model is confident and you can't check it — a method, a replication, or a verification layer that makes the answer traceable.
Researchers & academics
A collaborator, not a vendor
Methods collaboration for work meant to survive peer review — systems and causal modeling, and reproducible artifacts you own.
Not sure which lane is yours? How I work explains an engagement end to end, and a short note is enough to start.