AIKm PM
MedTech Global
Medical & Healthcare
At risk

Next-Gen Infusion Pump

Jan 15, 2026Nov 30, 2026 3 team members

Phase 1
Design & Engineering
Phase 2
Manufacture & Assembly
Phase 3
Quality & Support
Progress
62%
SPI
0.91
≥ 0.95 healthy
CPI
0.94
≥ 0.95 healthy
Quality
88
≥ 85 healthy

Benchmark grading

Product PM (PMI/ISO 21500)
At risk

Commercial product portfolios tolerate moderate schedule and cost variance as long as scope and quality are protected. Bands reflect typical earned-value reporting in hardware and firmware programs.

Schedule (SPI)0.91 / 0.95
Cost (CPI)0.94 / 0.95
Quality88 / 85
Open critical defects1 / 0

Source: PMI PMBOK 7 · ISO 21500

Top AI insights

AI generated
Schedule · AI

IEC 60601 testing likely to slip 2–3 weeks

Pilot run completion is trending 9 days late and feeds directly into safety testing. Probability of milestone slip: 78%.

Cost · AI

Predicted EAC $110K over budget

BOM components and tooling both ran 5–10% over plan. Projecting final cost at $1.96M vs $1.85M budget.

Quality · AI

Firmware defects cluster around alarm subsystem

3 of last 5 defects (incl. 1 critical) trace to alarm/event handling. Recommend dedicated code review before next pilot run.

Team

LP
Lena Park
Customer Lead
WC
Wei Chen
PM
PN
Priya Nair
QA Lead