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PrismantiX

Production-grade synthetic test data

Model your process once. Generate realistic datasets that match your schema and constraints across services and environments (e.g., ticket -> triage -> resolution).

Process-aligned, end-to-end realistic data

When you need diverse, realistic, E2E-interconnected, truly process/domain-aligned data, lots of tools check a couple boxes—but only PrismantiX covers them all.

Scripts & CSVs (inconsistent keys)
Keys
Links
Sample

Sites

siteCode
NY-PLANT

Products

productCode
PX10

Batches

productsitebatchNo
PX10New York001
PX-10NY2

Built for Real-World Implementation

Everything you need to generate production-quality test data

The DataStudio Advantage

Why teams choose us over traditional approaches

CategoryManual clone & scrubMock data scriptsPrismantiX DataStudio
Setup timeNot supportedPartially supportedSupported
Data qualitySupportedNot supportedSupported
E2E scenariosPartially supportedNot supportedSupported
Compliance riskNot supportedSupportedSupported
MaintenanceNot supportedPartially supportedSupported
First deployNot supportedPartially supportedSupported
System formatsSupportedNot supportedSupported

Accelerate AI/Agentic Solutions

Enable internal teams or partner firms to build industry-specific agents on governed, production-shaped data and APIs. Ship prototypes and PoCs 10× faster.

Provision in Minutes

Spin up production-shaped datasets on demand—no scrubbing or cloning required.

Fewer Surprises, Faster UAT

Automatically cover edge cases and low-frequency paths. Reproducible scenarios mean fewer cycles and confident sign-off.

Industry-Specific Intelligence

Prebuilt, governed data models, workflows, and metrics tailored to your industry—ready for production use.

Pharmaceutical Manufacturing & Quality

Available Now
Batch genealogy: Full traceability across materials, equipment, process steps, and records.
Closed-loop quality: Complaint → Investigation → Deviation → CAPA with auditable links and status.
Quality add-ons: PLS quality-specific tooling add-ons for Veeva Vault, TrackWise, MasterControl, etc. — coming soon (see marketplace for additional items).
Example scenario: Example scenario: Complaint C-2024-045 triggers an investigation; deviation DEV-2024-112 is identified; CAPA-2024-031 is initiated and tracked to closure.

B2C Retail & Omnichannel

Coming soon (prioritized by customer demand)
Order-to-cash: Orders, backorders, cancellations, returns, and reshipments modeled end to end.
Inventory accuracy: Channel-level stock with receiving delays, shrink, and cycle counts reflected.
Fulfillment and promise: Split shipments, routing, and promise dates integrated with OMS/WMS.

Trusted by leading pre-inception pharma/medtech companies..