Applied AI
Applied AI for operational workflows, with humans in the loop.
AI is useful when it shortens a real workflow. We design and deploy focused AI capabilities that assist trained staff - never replace clinical judgement or make autonomous decisions on regulated matters.
When we come in
- Repetitive document review and classification consumes trained-staff hours
- Unstructured intake or referral text needs to be routed and summarized
- Teams want to evaluate AI without building an unmanaged pilot
What we do here
Capabilities we deliver in this area.
Document & form assist
Extraction, classification, and summarization of intake forms, referrals, and correspondence, with human review built into the workflow.
Retrieval-augmented assistants
Grounded assistants that answer from your own policies, playbooks, or knowledge base rather than the open internet.
Data quality & audit
Automated data-quality checks, anomaly flags, and audit-trail generation across operational data.
Model governance
Prompt, model, and data-source registry; evaluation harnesses; and change-control appropriate for regulated environments.
What ships
- Human-in-the-loop workflow with documented controls
- Evaluation metrics for accuracy, latency, and cost
- Written statement of what the system will and will not do
Ready to talk about your next engagement?
Tell us what you're trying to solve.