Build a Cold-Chain Pharma Handover Compliance and Dispute Dossier Compiler
Inspect overland reefer telemetry between Malaysia and Singapore for temperature non-compliance. Compile verifiable OpenAttestation proof packs and generate carrier dispute notifications.
What you are building
The core problem, expected build, and operating context for this challenge.
Inspect overland reefer telemetry between Malaysia and Singapore for temperature non-compliance. Compile verifiable OpenAttestation proof packs and generate carrier dispute notifications.
Pharmaceutical distribution quality auditor
Parse IoT datalogger dumps from incoming reefer pharmaceutical shipments at Woodlands Checkpoint.
Correlate recorded temperatures against defined Good Distribution Practice (GDP) tolerances.
Execute OpenAttestation wrapDocuments to create a cryptographic proof bundle of the raw telemetry.
Generate a structured carrier non-conformance notice itemizing temperature spikes and custody handoffs.
Audit interface featuring GDP tolerance band visualizations, excursion duration counters, and OpenAttestation document signing triggers.
Synthesize simulated pharmaceutical reefer log files alongside OpenAttestation 2.0 schemas from source 2. Starter examples below are synthetic. They are not downloaded records.
OpenAttestation Uses OpenAttestation wrapDocuments and signDocument utilities to notarize cold-chain audit evidence.
mastra-ai, @govtechsg/open-attestation, typescript. Mastra AI coordinates multi-step validation agents handling sensor processing, crypto attestation, and dispute drafting. Hosted reasoning model capable of analyzing GDP compliance rules and writing precise formal dispute notices.
Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.
Parses ISO 8601 timestamps and Celsius temperature telemetry records.
Flags MKT (Mean Kinetic Temperature) threshold violations above permissible pharma levels.
Computes Merkle root and target hash adhering to OpenAttestation 2.0 schema rules.
Synthesizes structured dispute dossiers with explicit timestamp references.
```json [ { "input": { "shipment_id": "PH-BIO-2025-081", "temperature_band": "2-8C", "telemetry": [ { "ts": "2025-06-01T04:00:00Z", "celsius": 4.1 }, { "ts": "2025-06-01T05:00:00Z", "celsius": 11.4 }, { "ts": "2025-06-01T06:30:00Z", "celsius": 9.8 } ], "carrier_id": "CARRIER-TRANS-9" }, "expected_output": { "compliance_violation": true, "max_spike_celsius": 11.4, "excursion_minutes": 150, "oa_merkle_generated": true, "action": "DISPUTE_NOTICE_ISSUED" } }, { "input": { "shipment_id": "PH-BIO-2025-082", "temperature_band": "2-8C", "telemetry": [ { "ts": "2025-06-01T04:00:00Z", "celsius": 3.8 }, { "ts": "2025-06-01T05:00:00Z", "celsius": 4.2 } ], "carrier_id": "CARRIER-TRANS-9" }, "expected_output": { "compliance_violation": false, "max_spike_celsius": 4.2, "excursion_minutes": 0, "oa_merkle_generated": false, "action": "RELEASE_SHIPMENT" } } ] ```
Simulates cold-chain quality quarantine orders; does not trigger physical destruction of medical assets. Use mock external writes. Require human review before any real deployment.
Participation guide
Simulates cold-chain quality quarantine orders; does not trigger physical destruction of medical assets. Use mock external writes and human review.
How work is evaluated
Parses ISO 8601 timestamps and Celsius temperature telemetry records. Flags MKT (Mean Kinetic Temperature) threshold violations above permissible pharma levels. Computes Merkle root and target hash adhering to OpenAttestation 2.0 schema rules. Synthesizes structured dispute dossiers with explicit timestamp references.
Runnable source, pinned dependencies, setup commands, working interface, example outputs, recorded demo, tests, and action logs.
Challenge datasets
Public datasets, plus the private datasets you have access to.
How submissions are scored
These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.
Complete workflow
Parse IoT datalogger dumps from incoming reefer pharmaceutical shipments at Woodlands Checkpoint. Correlate recorded temperatures against defined Good Distribution Practice (GDP) tolerances. Execute OpenAttestation wrapDocuments to create a cryptographic proof bundle of the raw telemetry. Generate a structured carrier non-conformance notice itemizing temperature spikes and custody handoffs.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Parses ISO 8601 timestamps and Celsius temperature telemetry records. Flags MKT (Mean Kinetic Temperature) threshold violations above permissible pharma levels. Computes Merkle root and target hash adhering to OpenAttestation 2.0 schema rules. Synthesizes structured dispute dossiers with explicit timestamp references.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
Audit interface featuring GDP tolerance band visualizations, excursion duration counters, and OpenAttestation document signing triggers.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Simulates cold-chain quality quarantine orders; does not trigger physical destruction of medical assets.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Parse IoT datalogger dumps from incoming reefer pharmaceutical shipments at Woodlands Checkpoint.
Correlate recorded temperatures against defined Good Distribution Practice (GDP) tolerances.
Execute OpenAttestation wrapDocuments to create a cryptographic proof bundle of the raw telemetry.
Generate a structured carrier non-conformance notice itemizing temperature spikes and custody handoffs.
Reference links and supporting material
Synthesize simulated pharmaceutical reefer log files alongside OpenAttestation 2.0 schemas from source 2. Supplied starter examples are synthetic, not source extracts.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
Mastra AI
TypeScript agent framework.
Evaluated output
No output checks are configured.
- Parse IoT datalogger dumps from incoming reefer pharmaceutical shipments at Woodlands Checkpoint. Correlate...
- Parses ISO 8601 timestamps and Celsius temperature telemetry records. Flags MKT (Mean Kinetic Temperature)...
- Audit interface featuring GDP tolerance band visualizations, excursion duration counters, and OpenAttestati...
- 2 public reference cases
- 2 configured tools
Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.
View technical recipe
Configured tools
- Mastra AI · Optional
- Mastra AI · Optional
Evaluation contract
- Complete workflow · Weight 40
- Correctness and evidence · Weight 30
- Review interface · Weight 20
- Safe execution · Weight 10
Reference cases
- 2 public reference cases
Workflow tasks
No workflow tasks are configured.
Recipe freeze marker
No recipe freeze time is recorded.