Fictional sampleNo PHIIllustration only

AI Starter Brief

Harbor Path Community Services, a fictional Massachusetts human-services organization. Focus: staff training and policy acknowledgment workflow.

This is not a customer case study. All organization details, findings, and targets below are fictional. The sample shows the structure and care a customer can expect. It is not legal, clinical, privacy, compliance, or cybersecurity advice.

Executive summary

Improve coordination without automating care decisions.

The example workflow relies on email, shared documents, and manual reminders. NoahAI would recommend a limited administrative pilot focused on reminders, status summaries, and approved knowledge retrieval. AI would not make clinical, eligibility, employment, disciplinary, or person-served decisions.

What was reviewed

One workflow, clear boundaries.

Workflow

Assign required training, distribute approved policy materials, track completion, remind staff, and prepare leadership status reports.

Information boundary

Use high-level process descriptions, fictional examples, and approved public or internal training content only. Do not submit client, patient, employee, or person-served information to public AI tools.

Prioritized opportunities

Three practical places to test.

1. Reminder draftingValue: HighRisk: Lower
2. Status summary draftingValue: HighRisk: Review required
3. Approved knowledge searchValue: MediumRisk: Review required

Use boundaries

What is allowed, reviewed, and prohibited.

Green

Draft generic reminders, summarize non-confidential completion counts, and create training outlines from approved source material. A person reviews every output.

Yellow

Internal policy search, vendor tools, and employee-related workflow changes require IT, privacy, security, HR, or legal review as appropriate.

Red

No PHI, client records, case notes, credentials, employee files, diagnoses, or person-level recommendations. No automated clinical, eligibility, or employment decisions.

Thirty-day pilot

A small test before broader adoption.

  1. Week 1: Name an owner, confirm the no-PHI boundary, document the current workflow, and select one approved tool.
  2. Week 2: Build fictional test cases and a human review checklist. Test reminders and status summaries only.
  3. Week 3: Run a limited pilot with a small staff group. Record errors, time spent, and staff feedback.
  4. Week 4: Review results with leadership and IT. Continue, adjust, or stop based on documented evidence.

Example success measures

Measure before making claims.

Target 1

20% less coordinator time

Compare a documented baseline with the pilot period.

Target 2

25% fewer overdue acknowledgments

Use the organization's approved completion records.

Target 3

Status summary under 15 minutes

Measure preparation time and confirm human review.

Stop condition

Pause on unsafe output

Stop if protected information appears or the output cannot be reliably reviewed.

Sources used in a real report

Recommendations are linked and dated.

What a paying customer receives

A customized, human-reviewed Word and PDF brief based on the approved scope, with current sources, prioritized administrative opportunities, data boundaries, vendor questions, safeguards, measures, and a practical action plan.

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