Veracore is a controlled product-information engine for regulated medicines. It maintains approved wording in one place, generates deterministic outputs, and preserves full provenance — from draft to published output.
Every output Veracore generates carries proof of its origin, its history, and its integrity. Not metadata in a folder. Cryptographic evidence built into the architecture.
Approved wording lives in one governed source. No copies, no drift, no "which version did we last send?". Every change is tracked, reviewed, and signed off before it propagates.
Every action — authoring, review, approval, publication — is recorded with timestamp, actor, and rationale. The trail is immutable and queryable, ready for regulatory inspection at any time.
Generated outputs carry cryptographic hashes. Run the same input through the same rule pack and you get the same output, bit for bit. Reproducible. Verifiable. Defensible.
Market-specific rules are first-class citizens — not folder names. Rule packs define output structure, terminology constraints, and format requirements. Change the pack, regenerate the output.
Author product information in structured fields, not freeform documents. Sections map to regulatory output requirements. Content reuse across markets without copy-paste errors.
Apply a rule pack to a canonical record and generate a market-specific output. Same inputs, same rules, same output — every time. No human formatting errors, no last-minute corrections.
One canonical record drives multiple outputs: web product information, partner-specific variants, EU ePI (FHIR), UK structured output, US SPL (XML). Reuse approved content across every channel.
AI can explain, classify, and suggest wording — but cannot approve, save canonical content, or publish. The boundary is explicit and enforced. AI assists; humans decide.
Generated outputs are read-only. No post-publication edits. If a change is needed, it flows through the canonical source and a new output is generated. The audit trail shows exactly what changed and why.
Regulatory requirements differ by market. Web product information, partner portals, EU ePI, UK structured output, US SPL — each has its own format and structure. Veracore generates them all from a single governed source. No re-authoring. No version drift. No translation gaps.
"The problem with pharmaceutical product information isn't that it doesn't exist. It's that it exists in too many places, in too many versions, without a clear record of which one is correct."
Every regulated company knows this. Regulatory affairs teams manage Word documents across shared drives. Labeling teams maintain parallel versions for each market. QA teams spend days reconstructing what was approved and when. And when a regulator asks for evidence, the answer is a folder full of files, half of which are outdated.
Veracore was built for this moment. Not as a document manager, not as a repository — as a controlled engine that treats approved wording as the single source of truth, generates outputs deterministically, and proves everything.
Veracore is built for companies that manage regulated product information at scale — where accuracy, auditability, and multi-market consistency aren't optional.