Acceptance rate vs. 60%
for the next best platform,
head to head at a Top-10 pharma
AI-native platform for regulatory documentationSource data to a review-ready
submission in hours, not months.
Give your experts their time back. Sanai drafts regulatory filings, clinical study reports,
protocols and SOPs from your source data, with every claim cited and verified by your reviewers.
Reach market 12+ months sooner and expand your pipeline without expanding headcount.Give your experts their time back. Sanai drafts regulatory filings, clinical study reports and SOPs from your source data, every claim cited and verified by your reviewers. Reach market 12+ months sooner, without adding headcount.
Built for the agencies and standards you work with
- FDA (United States)
- EMA (European Union)
- ICH (Guidelines)
- Health Canada (Canada)
- MHRA (United Kingdom)
- PMDA (Japan)
- eCTD (Submissions)
Sanai prepares regulatory documents for FDA, EMA, Health Canada, MHRA and PMDA submissions, following ICH guidelines, eCTD structure and 21 CFR Part 11.
HOW IT WORKS
From raw data to filing
Start from the raw data.
Pull results from the wet lab, clean room
and clinic across every connected system.- Lab, manufacturing and clinical data in one place
- Every passage kept with its source
- No data migration required
Verify every claim before sign-off.
The evaluator agent flags data gaps, compliance risks
and improvements. Your reviewers decide.- Every claim checked against its source
- Review cycles about 50% faster
- Every sign-off logged
Hand off a controlled, audit-ready record.
Version history, ownership and Part 11 e-signatures
travel with the document to filing.- Version, status and ownership visible
- Review history attached
- Ready for submission or inspection
Results measured in live deployments
Less time to first draft.
Longer documents save more
Faster review
and approval cycles
Returned per person,
per year
Customer stories
What teams report after deployment
From regulatory, quality and clinical leaders at
pharma, biotech and medical device companies,
and the CDMOs, CROs and consultants who support them.
“As a VP of Quality Assurance, audits are a critical part of my role. Sanai’s AI-powered document management query engine has been a game‑changer.”
Why not use
Claude or
ChatGPT
for regulated
documents?
General-purpose AI is built for
everyday writing. Regulated documents
need traceable sources, expert review
and an audit trail, and Sanai is
built around all three.IND · CSR · BLA · SOPs
reference documents
across multiple
stakeholders×Low-fidelity search
beyond a single chat×Search files and systems by hand
completed document×No structured memory
across documents×Re-check the same facts in every document
creation from
past approvals×Not offered×Start from a blank document
with traceability×Not offered×Track reviewer feedback across versions
to the exact word×Citations incomplete,
at document level only×Add citations and context by hand
source data by code×Numbers generated by
the model, not verified×Proofread numbers against source data
access, not content×Track versions and ownership separately
THE PLATFORM
One verified record from raw data to filing
One platform for regulated documentation across pharma, biotech and medical devices.
Every product shares one controlled record, tuned to your formats, writing style and processes.
handoffs live on one Part 11 record,
so nothing has to be reconstructed for an audit.
in Microsoft Word. 95–99% less time to first draft.
data gaps, compliance risks and improvements.
Your experts sign off.
Solutions
AI for regulatory, clinical,
CMC and quality teams
IND and BLA sections with a traceable line
from every claim to its source.
Quality policies, SOPs and standard test methods
drafted to your standards, then checked against them.
Module 3, process development and validation reports built from your batch and assay data.
Learn MoreClinical study reports, protocols and investigator brochures drafted from your data, cited claim by claim.
Learn MoreMedical information responses grounded
in your approved source documents.
Find prior study results across every system
before you design the next study.
Integrations
Works with the tools your team already uses
Sanai connects to Word, Google Drive, Benchling, Veeva and the rest of your stack,
so there is no data migration. Every passage stays linked to its source,
in one record built for the regulatory filing.
Microsoft WordAuthoring
Google DriveDocuments
SharePointDocuments
BenchlingElectronic lab notebook (ELN)
Veeva VaultQuality and regulatory (QMS, RIM)
LabWareLab data (LIMS)

Every source linked, every claim cited
Enterprise trust
Security and Part 11 controls, built in.
Built with Part 11 e-signatures and audit trails, SOC 2 Type II, and role-based access.
Data Protection
Sanai does not train on your data. You retain control and visibility of all your content.
Access Controls
Role-based access, single sign-on and multi-factor authentication.
Audit Trails
Complete document lineage, version control and 21 CFR Part 11 electronic signatures.
End-to-End Encryption
AES-256 encryption for data at rest and in transit.
FAQ
Frequently asked questions
For regulated businesses
What is Sanai?
Sanai is an AI-native regulatory and medical writing platform for pharma, biotech and medical device teams. It turns raw data from the lab, clean room and clinic into cited regulatory filings, clinical documents and SOPs, with every claim verified by your reviewers and kept on one FDA 21 CFR Part 11 record.
How is Sanai different from using ChatGPT or Claude?
Sanai is purpose built for regulatory documentation in life sciences, to overcome the shortcomings of frontier platforms. That includes a proprietary database of best practices that optimizes performance for life sciences, best-in-class human-in-the-loop review, immutable audit logs for compliance traceability, custom document automation workflows for your entire organization, and premium service to customize the platform to your organization's needs. Together, these features give you the fastest time to value of any platform on the market without sacrificing quality.
Which documents can Sanai draft?
Regulatory filings, clinical documents such as protocols and clinical study reports, CMC and quality documents, and SOPs. Drafts are produced in your format and writing style, in Microsoft Word.
Do we have to migrate our data?
No. Sanai connects to the systems your data already lives in, such as electronic lab notebooks, LIMS, quality and regulatory systems, and keeps every passage linked to its source. Your data comes in through Sanai's proprietary ETL pipeline, which enriches the metadata and establishes key relationships, so our agents retrieve the most relevant data exactly when it's needed.
Does Sanai support FDA 21 CFR Part 11 compliance?
Yes. Sanai provides the technical controls Part 11 requires: electronic signatures, secure audit trails, complete document lineage and version control, and role-based access with single sign-on and multi-factor authentication. Sanai is SOC 2 Type II and supports your team's own system validation.
Does Sanai train AI models on our data?
No. Sanai does not train on your data. You keep control and visibility of all your content, which is encrypted with AES-256 at rest and in transit.
For strategic partners
Who is Sanai built for?
Regulatory, clinical science, medical writing, CMC, quality and medical affairs teams at pharmaceutical, biotech and medical device companies, and the CDMOs, CROs and consulting firms that support them.
What makes Sanai different from other AI document tools?
Sanai keeps evidence, drafts, review decisions and sign-off on one verified record. Every claim links to its source, an evaluator agent checks every claim before your experts sign off, and versions and Part 11 e-signatures are built in, so the audit trail builds itself as the work moves. Template Builder then turns approved documents into automations for the next program.
How much time does Sanai save?
In live deployments, teams see 95–99% less time to first draft, review and approval cycles 50% faster, and about 360 hours returned per person each year. Drafts were accepted 94% of the time, against 60% for the next best platform, head to head at a top-10 pharma company.
Can we partner with Sanai or bring it to our clients?
Yes. Sanai already works with consulting firms alongside pharma, biotech and medical device teams. Send us a message through our contact page to talk about a partnership.
Which systems does Sanai integrate with?
Sanai connects to electronic lab notebooks like Benchling, LIMS, quality management and regulatory information systems such as Veeva Vault, and document stores like SharePoint. Anything else can connect through Sanai's REST API and webhooks.
Does Sanai work for submissions outside the US?
Yes. Sanai drafts to FDA, EMA, PMDA and ICH requirements, and documents carry over between regulators with minor adjustments.
SEE IT ON YOUR DOCUMENTS
See how Sanai fits your workflow
Show us where documents, evidence, or review slow your team down. We’ll focus the demo on your process and priorities.