Human-in-the-loop workflows
AI proposes. Humans verify and decide.
The engagement, in one paragraph
Workflow design where models do the drafting, retrieval, and first pass, and accountable humans make the calls. We build the queues, review interfaces, escalation rules, and audit trails that make "a human checked this" true instead of aspirational.
Standard for every engagement
What you receive
The deliverables.
Workflow map showing where judgment enters and exits
Review queues and verification interfaces
Escalation rules for low-confidence or high-stakes cases
Audit trail recording who approved what, and why
Sampling and quality-assurance procedures
Fit check
Signs you need this.
A fully automated decision just embarrassed you in front of a customer
Regulators or clients require accountable human sign-off
Staff rubber-stamp AI output because review is too slow to do properly
Errors are caught by customers instead of by your process
None of these fit?
Briefs arrive in every shape. Describe the problem in plain language, the scoping step exists to find the right service, including when the right answer is none of them.
Propose & verify