USE CASES
The decisions that cost operators the most. Governed and documented.
Every use case below is a real operational scenario. The problem, the decision gap, and what changes when Groflex closes it.
Cold chain excursion response
PROBLEM
Temperature drift detected in a cross-dock at 2 AM. Alert fires six hours later. The product is already compromised and the window to act has closed.
DECISION GAP
No governed layer routes the excursion response to the right authority in time.
WHAT GROFLEX DOES
- Detects temperature breach the moment it crosses your policy threshold
- Routes quarantine or transfer decision to VP Supply with three options and financial case
- Logs the response with approver identity and timestamp for FSMA 204 compliance
FSMA 204 requires lot-level traceability within 24 hours of a request.
Multi-DC inventory rebalancing
PROBLEM
132 SKUs expiring in Chicago. Same items on backorder in Dallas. Nobody has authority to trigger the inter-facility transfer fast enough.
DECISION GAP
The rebalancing decision requires three people in a room and takes 48 to 72 hours.
WHAT GROFLEX DOES
- Detects the imbalance and simulates transfer options with financial case attached
- Routes the transfer approval to the right authority based on value threshold and role
- Logs the approved transfer and routes it to the ops team immediately
Approved actions documented for FSMA 204 lot traceability.
FSMA 204 audit preparation
PROBLEM
FDA requests lot-level traceability records within 24 hours. Your team spends two days pulling records from three systems into an Excel sheet.
DECISION GAP
No single system holds the complete Key Data Elements for each Critical Tracking Event.
WHAT GROFLEX DOES
- Captures lot traceability data automatically on every replenishment and transfer decision
- Generates the FSMA 204 traceability package from the immutable decision log
- One-click export in regulator-ready format
FSMA 204 Rule 204 requires complete Key Data Elements within 24 hours of FDA request.
Drug shortage response
PROBLEM
Surgical consumables below minimum threshold across three hospital sites. Stockout visible on Tuesday. Action taken Friday. Procedures impacted.
DECISION GAP
The restock approval requires clinical sign-off that takes three days through normal channels.
WHAT GROFLEX DOES
- Detects stock below minimum 5 to 7 days in advance, not at the point of shortage
- Routes the restock decision to the right clinical authority with full context
- Logs the approval with PMDA lot traceability data attached automatically
PMDA requires lot-level traceability for all medical devices and pharmaceuticals in Japan.
Biologics cold chain governance
PROBLEM
Temperature excursion in biologics transit discovered at administration. Product compromised. Quarantine decision made verbally. Documentation reconstructed from memory two days later.
DECISION GAP
No governed routing from cold chain signal to documented quarantine approval.
WHAT GROFLEX DOES
- Detects temperature deviation in transit and routes quarantine decision immediately
- Logs the quarantine approval with GxP-aligned deviation record generated automatically
- Exports the cold chain incident record for regulatory review in one click
GxP documentation requirements mandate contemporaneous records.
Batch deviation governance
PROBLEM
Three consecutive batches showing declining yield. Each within specification individually. As a trend, it is a root cause investigation signal nobody has connected yet.
DECISION GAP
QA reviews batches in isolation. The trend is invisible until the fourth batch fails.
WHAT GROFLEX DOES
- Detects yield trend across rolling 30 days and triggers investigation alert
- Routes the deviation decision to the QA Director with root cause chain attached
- Logs the decision with electronic signature and batch record linkage for 21 CFR Part 11
FDA 21 CFR Part 11 requires electronic signatures and audit trail for GMP systems.
Hazmat routing documentation
PROBLEM
Routing decision for dangerous goods made over phone. No record of who authorized the route, what policy was applied, or what SDS version was in effect.
DECISION GAP
Hazmat routing decisions are not captured in any governed system.
WHAT GROFLEX DOES
- Routes hazmat decisions through the governed approval workflow automatically
- Logs the routing decision with approver identity, SDS version, and REACH obligation status
- Generates the Article 36 record for ECHA inspection in one click
REACH Article 36 requires 10-year record-keeping for substance-related decisions.
EU AI Act Article 12 audit trail
PROBLEM
Regulator asks for the audit trail for all AI-assisted supply chain decisions in the last 12 months. Your team cannot produce it.
DECISION GAP
No system connects the AI recommendation to the human approval to the ERP action in a single exportable record.
WHAT GROFLEX DOES
- Logs every AI recommendation with input data, model version, and confidence score
- Captures human approval with approver identity and timestamp before any action executes
- Exports the complete Article 12 record for any event, any period, in one click
EU AI Act Article 12 effective August 2026. Operators of high-risk AI systems must maintain automatic logging.
Your operation. Your decisions. Your audit trail.
Every use case above can be running in your operation within four to six weeks. One facility. Read-only ERP connection in week one.
Decisions get made. Trails get kept. Auditors stay calm.
We show you the number before we sell you anything.
- Backtest01Your data · 1 to 3 days · risk-freeYour last 12 to 24 months replayed. Deleted on delivery, confirmed in writing.
- Pilot02$10,000 · 90 daysOne facility. A written outcome report against your own baseline.
20 minutes. No deck. No sales script.