SynthABA Synthetic Data Attestation
ATTESTATION OF SYNTHETIC DATA ORIGIN AND PHI ABSENCE
SynthABA, a product of FPI Enterprises, Inc., hereby attests and certifies the following regarding the Dataset identified below:
1. Synthetic Origin
The Dataset is 100% synthetically generated using AI models and clinical templates. No real patient records, electronic health records, claims data, or other individually identifiable health information was used as input to the generation process. Every record in the Dataset was created programmatically from parameterized templates with randomized patient contexts.
2. Zero PHI
The Dataset contains zero Protected Health Information as defined by 45 CFR Section 160.103. Every record has been scanned using 163+ PHI detection patterns with a zero-tolerance policy. Any record flagging a potential PHI match is automatically quarantined and excluded from the released Dataset.
3. Template-Based Generation
Records are generated from parameterized clinical templates using randomized patient contexts, including age bands (not specific ages), diagnosis codes (not patient names), generic service settings, and synthetic provider identifiers. The generation methodology does not derive from, reference, or reverse-engineer any real patient's health information.
4. Compliance Pipeline
Every batch passes a 4-step VLayer compliance pipeline prior to release:
| Step | Gate | Description | |------|------|-------------| | 1 | Ingest | Raw synthetic records are ingested and formatted | | 2 | PHI Scan | Automated scan with 163+ detection patterns, zero-tolerance | | 3 | Synthetic Validation | Statistical validation confirms synthetic origin and clinical plausibility | | 4 | Release | Compliance passport issued with SHA-256 integrity hash |
Each released batch receives a unique compliance passport containing the batch ID, record count, generation timestamp, PHI scan results, and a SHA-256 hash for integrity verification.
5. Clinical Review
Samples from every batch are reviewed by licensed clinicians -- including Board Certified Behavior Analysts (BCBAs), Speech-Language Pathologists (SLPs), Occupational Therapists (OTs), and licensed psychologists -- for clinical accuracy, terminology correctness, and absence of identifiable information.
This attestation is made in good faith and to the best of our knowledge as of the date signed below.
Dataset Details
| Field | Value | |-------|-------| | Dataset Version | _________________________________ | | Batch ID | _________________________________ | | Record Count | _________________________________ | | Document Types | _________________________________ | | Generation Date | _________________________________ | | Compliance Passport Hash (SHA-256) | _________________________________ |
Attesting Officer
| Field | | |-------|---| | Name | _________________________________ | | Title | _________________________________ | | Organization | FPI Enterprises, Inc. (SynthABA) | | Signature | _________________________________ | | Date | _________________________________ |
This attestation covers only the specific Dataset identified above. A separate attestation is issued for each Dataset version and batch.