Engineering Services · Client-facing

PISMO-Generated CAD Drawing Tool

Produces parametric first-pass CAD geometry for surgical fixture families, with engineer review before any drawing reaches the client's design history file.

PilotCritical
JGS
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Business owner

Arun Patel

Executive sponsor

Helen Okafor, Partner — Medtech

Start date

Mar 9, 2026

Target rollout

Jan 20, 2027

Completion

34%

ROI

Finance-reviewed, annualized where noted

Hours saved / mo

145

Hours saved / yr

1,740

Cost avoided

$26K

Margin impact

$88K

Confidence level: Low — based on baseline cycle-time study and realized utilization to date.

Health & Risk

Critical — pilot paused pending client QMS review.

Blockers

  • Dimensional accuracy below the 95% acceptance threshold
  • Client QMS sign-off for PISMO-assisted design artifacts outstanding

Risk flags

  • Regulated deliverable exposure (FDA 21 CFR 820.30)
  • Third-party CAD kernel license scope

Mitigation notes

Outputs restricted to non-regulated concept studies. Joint working session with client quality team scheduled Sept 2; go/no-go gate Oct 1.

Activity feed

Synced from connected delivery systems

  1. S

    #medtech-cad: thread flagged a data quality issue in fixture set B

    1h ago

  2. J

    CAD-77 raised — tolerance stack-up failures

    Yesterday

  3. G

    PR open: geometry validator harness

    2 days ago

PISMO Output QA

Last validation run Aug 16, 2026 · 21:30 UTC · 96 samples

81.4%

Reviewer notes · Grace Yoon

Tolerance stack-ups fail on 1 in 5 fixture variants. Not fit for any regulated deliverable until dimensional accuracy clears 95%.

Governance posture

NIST AI RMF-aligned control checks

2.4 / 5
  • Risk AssessmentFlagged

    Regulated-use exposure not yet accepted by client.

  • Bias MitigationPassed

    Not applicable to geometric output; documented.

  • Data PrivacyNeeds Review

    Client IP retention policy under legal review.

  • TransparencyNeeds Review

    Drawing provenance metadata incomplete.

  • SecurityPassed

    Isolated client enclave, no shared tenancy.

  • Human OversightPassed

    Licensed engineer signs every drawing.