Question 1

What types of documents can I upload to Emporia?

Accepted Answer

Emporia currently supports two source paths: direct PDF uploads and saved PubMed literature items (including synthetic PDFs when full text is unavailable). You can combine these in one chat, with a current cap of 10 total sources.

Question 2

What does Emporia generate?

Accepted Answer

Emporia generates a structured claims matrix from your source set, then runs claim tracking so teams can review annotated source PDFs alongside the matrix.

Question 3

How does evidence traceability work?

Accepted Answer

Each claim is linked back to source evidence through citations and claim-tracking annotations. Teams can open claims and verify supporting passages directly in the source documents.

Question 4

Can I mix uploads and literature search sources in one workflow?

Accepted Answer

Yes. You can upload PDFs, attach saved literature items, and generate one matrix from the combined set. In the current product, source setup must be finalized before the first generation turn, after which the source set is locked.

Question 5

Does Emporia replace medical, legal, or regulatory review?

Accepted Answer

No. Emporia accelerates drafting and evidence organization, but final approval should always come from your internal medical, legal, and regulatory stakeholders. Emporia is built to make that review faster and more consistent, not to replace it.

Question 6

How accurate are Emporia's outputs?

Accepted Answer

Emporia aims to produce high-quality drafts grounded in your source documents, but outputs should be validated by your team, especially for nuanced clinical language. The workflow is designed to make verification easy by keeping claims tied to the underlying sources.

Question 7

How does BioStrive handle sensitive clinical and regulatory data?

Accepted Answer

Emporia uses TLS in transit, Azure-managed encryption at rest, JWT-based authentication, and user-scoped data isolation patterns across storage layers. Customer content is processed in inference-only mode and is not used to train foundation models.

Question 8

Can I export results to share with stakeholders?

Accepted Answer

Yes. Emporia supports matrix exports in CSV and XLSX so teams can share outputs in existing review workflows.

Question 9

How long does it take to see value?

Accepted Answer

Most teams can generate an initial claims matrix quickly and then iterate through review cycles with significantly less manual extraction work. The biggest wins show up when multiple stakeholders need to verify claims against the same set of sources.

Question 10

Who is Emporia a fit for?

Accepted Answer

Emporia is built to support life sciences teams of many sizes, from resource-constrained biotech groups to business-unit teams inside large organizations. We typically start with a focused pilot and expand based on results.

Question 11

Are there opportunities to demo Emporia?

Accepted Answer

Yes, schedule a demo and we can walk through Emporia using your document set. We will also discuss your review workflow so outputs align with how your team approves and deploys claims.