AI Embedded for Speed.
Grounded in Clinical Truth.
The zero-hallucination agentic writing suite embedded natively inside desktop Microsoft Word. Linking draft narrative claims directly to immutable Clinical Study Report (CSR) coordinates and federated registries.
The Biopharma Bottleneck
Why Ungoverned Generative AI Fails Clinical Publication
Medical writing demands absolute statistical precision. Ungoverned LLMs introduce hallucination and compliance risks regulated teams cannot accept.
Generative Hallucination
Standard AI fabricates patient numbers, confidence intervals, and trial endpoints. In clinical regulatory writing, a single invented statistic disqualifies the entire asset.
Copy-Paste Context Loss
Writers lose hours toggling between massive 1,000-page CSR PDFs, external web tools, and separate bibliography software—introducing friction and manual error traps.
Compliance & Governance Void
Consumer AI tools lack verifiable audit trails, breach ICMJE authorship guidelines, and risk leaking sensitive, unpublished clinical trial data into shared model pools.
Clinical Application Layer
Active Clinical Workflows
Purpose-built modules integrated natively into desktop Microsoft Word for Medical Affairs and Regulatory teams.
✍️ Enveralign Drafter
Available in PilotAccelerates CSR-to-manuscript transformations, section summaries, and structured outlines while preserving rigorous medical narrative coherence.
🛡️ Enveralign Audit
Available in PilotDeterministic reference checking, live registry concordance auditing, and ICMJE author compliance verification inside active Word documents.
Looking for Protocol-to-CSR validation or congress intelligence? Inquire about our upcoming co-development tracks.
Underlying Core Engine
Enveralign AI™ Engine Infrastructure
Deterministic coordinate extraction engines and cryptographic audit pipelines powering every application.
MS Word Co-Location
Zero context switching. Authors draft, redline, and inspect sources directly within desktop Word through an integrated sidebar interface.
[p. X, Line Y] Provenance
100% deterministic coordinate anchors. Every extracted statistic binds to exact CSR PDF line items and tables.
Federated Audit
Asynchronous live PubMed (PMID), CrossRef (DOI), and ClinicalTrials.gov (NCT) validation with deterministic metadata concordance.
Enterprise Isolation
Dedicated virtual private cloud deployment, customer-managed encryption keys (CMEK), and automated zero-retention data pipelines.
Human-in-the-Loop by Design • ICMJE Compliant
AI never publishes or commits unilaterally. Enveralign AI acts exclusively as an assistive agent—extracting, redlining, and auditing—while human medical authors retain 100% editorial authority, final sign-off, and accountability backed by an immutable 21 CFR Part 11 audit trail.
Lorenzo Lacey, MBA
Founder & CEO, Enveralign, Inc.
Why We Built Enveralign
Having spent nearly two decades in Big Pharma scaling global digital delivery and commercial portfolios, I have experienced firsthand the cost of clinical publishing delays. In regulatory and scientific writing, standard AI tools fail because medical communication requires 100% statistical precision, a single hallucinated data point invalidates an entire manuscript.
We founded Enveralign to solve this exact bottleneck. By pairing deterministic, zero-hallucination coordinate extraction with human-in-the-loop scientific oversight, we accelerate how clinical discoveries transition into published literature and transparent disclosures natively, inside desktop Microsoft Word.
"Our mission is to arm life sciences leaders with autonomous intelligence that respects regulatory rigor, ensuring life-changing medicines reach patients faster."
Lorenzo Lacey, MBA
Founder & CEO, Enveralign, Inc.
14-Day Design Partner Pilot Program
Deploy to 1–2 senior medical writing editors. Benchmark QC velocity across active clinical trial drafts against source CSRs.