Ask anything.
Get cited answers.

Myndlayer connects your pharma document library — earnings calls, SEC filings, clinical data, ESG reports — to an AI-powered research assistant that grounds every answer in verifiable source citations.

🏥Pharma-specific agents🔗Inline source citations🔒Multi-tenant isolation
Myndlayer user 1Myndlayer user 2Myndlayer user 3

140+ pharma researchers in early access

Citation verified

10-Q § MD&A · p.14

2.4M
passages indexed
Live sync
IR Agent · Vertex Pharmaceuticals workspace
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From raw documents to verified intelligence

Stop manually searching through 400-page filings. Myndlayer retrieves the exact passages that answer your question and shows you exactly where they came from.

Before
Manual research
PDF

VX_Q3_2025_Earnings.pdf

2.4 MB · Earnings

?
PDF

10-Q_Oct2025_SEC.pdf

8.1 MB · SEC Filing

?
PDF

CASGEVY_Phase3_Data.pdf

12.7 MB · Clinical

?
PDF

ESG_Report_2025.pdf

3.2 MB · ESG

?
PDF

Pipeline_Update_H2.pdf

1.8 MB · Pipeline

?
⏱ 3–6 hours per research question
😰 Miss critical data buried in appendices
❌ No audit trail for sourcing claims
After · Myndlayer
M
IR Agent · 1.2s response

Full-year guidance revised to $10.8–11.0B, exceeding Bloomberg consensus by 340bps. Beat driven by CASGEVY milestones and CF franchise outperformance.

VX Q3 2025 Earnings · p.4 · "…we are raising our full year net product revenue guidance to $10.8 to $11.0 billion…"
10-Q Oct 2025 · §MD&A · "…CASGEVY royalty and milestone recognition of $847M…"
Answer in 1.2 seconds
🔗Every claim linked to source passage
Full audit trail for compliance
1.2s
Avg. answer latency
97.4%
Citation accuracy rate
2.4M
Passages indexed
6h → 90s
Research time saved

Three steps from question
to verified answer

01

Ingest & Index

Connect Google Drive, SharePoint, or upload files directly. Myndlayer chunks, embeds, and indexes every document into a tenant-isolated vector store — refreshing on your schedule.

Supports PDF, DOCX, HTML, earnings transcripts, SEC EDGAR feeds
02

Retrieve Relevant Passages

When you ask a question, the RAG pipeline performs semantic search across your document library, retrieving the top-k passages most relevant to your query — not keywords, meaning.

Hybrid BM25 + dense vector retrieval with reranking
03

Synthesize & Cite

Our AI synthesizes a grounded answer from the retrieved passages. Every claim is mapped to its source document, page number, and exact excerpt — no hallucinations, no guessing.

Grounded generation · inline citations

Multi-tenant isolation by design

Every organization's documents live in a completely isolated vector namespace. Your data never trains shared models and is never accessible to other tenants.

Specialized agents for every
pharma research domain

Each agent is trained with domain-specific retrieval strategies and prompt engineering. Admins control which agents each user can access.

IR Agent

Investor Relations

Live Now

Analyze earnings calls, SEC filings, guidance revisions, and analyst consensus data. Ask about revenue drivers, margin trends, or guidance changes and get cited answers from your uploaded documents.

Earnings call Q&A with timestamp citations
10-K/10-Q financial data extraction
Guidance revision tracking
Peer benchmarking from uploaded comps
Earnings Transcripts10-K / 10-QPress ReleasesAnalyst Reports
Coming Q3 2026

Regulatory Agent

FDA & EMA Intelligence

Navigate FDA guidance documents, EMA scientific opinions, and approval letters with precision.

FDA Complete Response Letter analysis
Regulatory pathway comparison
Coming Q4 2026

Competitive Intelligence

Market & Pipeline Tracking

Track competitor pipeline milestones, market share shifts, and clinical trial outcomes across your therapeutic area.

Coming 2027

Drug Discovery Agent

Clinical & Scientific Data

Synthesize findings across clinical trial datasets, mechanism-of-action literature, and safety signal reports.

Admin Access Control

Control exactly which agents each user or team can access. Roll out capabilities selectively as your organization's needs grow.

IR Team
IR Agent
Regulatory Affairs
IR AgentRegulatory

Connect your documents,
wherever they live

Myndlayer meets your documents where they already are. Connect multiple sources simultaneously — every new document added to a watched folder or URL is automatically ingested and made searchable within minutes.

Google Drive logo - colorful document sync icon

Google Drive

Auto-sync

Sync folders automatically. New documents ingest within minutes of being added.

Microsoft SharePoint logo - blue enterprise document management icon

SharePoint

Enterprise

Connect enterprise SharePoint libraries. Respects your existing permission structure.

Web browser icon representing URL monitoring and web scraping capability

Web URLs

Scheduled refresh

Watch any public URL — investor pages, press release feeds, clinical trial registries.

PDF file icon representing direct document upload capability

Direct Upload

Instant

Drag and drop PDFs, DOCX, or PPTX files. Processed and searchable within 60 seconds.

Supported file formats

All major document types supported

.pdf.docx.pptx.xlsx.html.txt.md.csv.epub.rtf
60s avg. ingest time
📄
Source DocumentPDF / DOCX / URL
⚙️
Chunking & Embeddingtext-embedding-004
🗄️
Vector StoreTenant-isolated namespace
🔍
RAG RetrievalTop-k semantic search
AI AnswerWith inline citations
IR Agent · Early Access Open

Research faster.
Cite everything.

Join 140+ pharma researchers who are already using Myndlayer to cut research time from hours to seconds — with every answer grounded in verifiable citations.

No credit card required · Pharma-specific onboarding

140+
Researchers in beta
2.4M
Passages indexed
97.4%
Citation accuracy
1.2s
Avg. response time