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grAIcetech/README.md

Michelle Juhanson

Compliance and AI governance executive building evidence-first systems for regulated work.

20+ years in regulated healthcare · zero-finding CMS audit work · $1.4M client impact · Founder, grAIce Tech — AI with a soul

Compliance is about winning hearts and minds.

I turn regulatory complexity into systems that agents can use and humans can audit. My work focuses on evidence, provenance, review gates, and operational clarity—especially where AI touches regulated decisions.

Selected work

A sourced assessment framework and local scanner for identifying model origin, data-path exposure, unsafe file formats, and practical controls.

Proof: local, read-only scanner · explicit limitations · source standards · regulated-mode thresholds

A local, single-file dashboard for tracking AI-assisted requests, deliverables, status, artifacts, and handoffs across sessions.

Proof: no server, database, account, framework, or build step · searchable · editable notes · Markdown export

A Claude skill that generates auth.md specifications and implementation checklists for applications that need governed agent access.

Proof: scoped-credential guidance · protocol references · security checklist · evaluation cases

Additional tools

  • prompt-coach — adds one brief, contextual prompting improvement after substantive Claude requests.
  • shiplog-widget — records session deliverables and renders a concise recap across Claude surfaces.

How I work

Trust is an operating requirement, not a marketing line. I separate claims from evidence, keep human approval gates explicit, and design systems that leave an audit trail.

My background spans Medicare Part D, MA-PD, CMS audits, formulary governance, audit readiness, and regulatory operations.

Connect

grAIce Tech — AI with a soul · LinkedIn · Email

Pinned Loading

  1. agentic-auth agentic-auth Public

    Generate auth.md specifications and security checklists for applications that support governed AI-agent access.

  2. ai-model-provenance-guide ai-model-provenance-guide Public

    Practical framework and local, read-only scanner for assessing AI-model provenance, jurisdictional exposure, unsafe formats, and supply-chain risk.

    Python

  3. prompt-coach prompt-coach Public

    Claude skill that adds one brief, contextual prompting improvement after substantive work—only when useful.

  4. shiplog shiplog Public

    Local, single-file dashboard for tracking AI-assisted requests, deliverables, evidence, status, and handoffs across sessions.

    HTML

  5. shiplog-widget shiplog-widget Public

    Claude skill that records session deliverables and renders a concise, local-first work recap across surfaces.