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Sanai
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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.

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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

Product walkthrough: from raw data to a cited, reviewed and controlled filing.
  1. 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

Results measured in live deployments

94%

Acceptance rate vs. 60%
for the next best platform,
head to head at a Top-10 pharma

95–99%

Less time to first draft.
Longer documents save more

50%

Faster review
and approval cycles

360 hours

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.

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

FeatureSanaiClaude / ChatGPTManual
Document IngestionBuilt to digest and reference documents across multiple stakeholdersLow-fidelity search beyond a single chatSearch files and systems by hand
Memory SystemMemory from every completed documentNo structured memory across documentsRe-check the same facts in every document
Template BuilderAutomated document reproductionAutomatic template creation from past approvalsNot offeredStart from a blank document
Verification WorkflowInput → output review with traceabilityNot offeredTrack reviewer feedback across versions
Grounding Output in FactsLinked to sources down to the exact wordCitations incomplete, at document level onlyAdd citations and context by hand
Automated Output CheckingNumbers verified against source data by codeNumbers generated by the model, not verifiedProofread numbers against source data
Compliance & TraceabilityBuilt for GxP and 21 CFR Part 11Audit trail covers access, not contentTrack versions and ownership separately
1 / 7

Document Ingestion

SanaiBuilt to digest and reference documents across multiple stakeholders

Claude / ChatGPTLow-fidelity search beyond a single chat

ManualSearch files and systems by hand

Memory System

SanaiMemory from every completed document

Claude / ChatGPTNo structured memory across documents

ManualRe-check the same facts in every document

Template BuilderAutomated document reproduction

SanaiAutomatic template creation from past approvals

Claude / ChatGPTNot offered

ManualStart from a blank document

Verification Workflow

SanaiInput → output review with traceability

Claude / ChatGPTNot offered

ManualTrack reviewer feedback across versions

Grounding Output in Facts

SanaiLinked to sources down to the exact word

Claude / ChatGPTCitations incomplete, at document level only

ManualAdd citations and context by hand

Automated Output Checking

SanaiNumbers verified against source data by code

Claude / ChatGPTNumbers generated by the model, not verified

ManualProofread numbers against source data

Compliance & Traceability

SanaiBuilt for GxP and 21 CFR Part 11

Claude / ChatGPTAudit trail covers access, not content

ManualTrack versions and ownership separately

Solutions

AI for regulatory, clinical,
CMC and quality teams

IND and BLA sections with a traceable line from every claim to its source.

Learn More

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)
Sanai

Every source linked, every claim cited

  • Microsoft Word
  • Google Drive
  • SharePoint
  • Dropbox
  • Box
  • OneDrive
  • Google Docs
  • Microsoft Teams
  • Slack
  • Jira
  • Confluence
  • Okta
  • Microsoft Entra ID
  • Google Workspace
  • Snowflake
  • Databricks
  • Amazon S3
  • Veeva Vault
  • Benchling
  • LabWare LIMS
  • MasterControl
  • ODOpenText Documentum
  • STSparta TrackWise
  • LabVantage
  • IDBS
  • Thermo Fisher SampleManager
  • Medidata Rave
  • Oracle Clinical One
  • RREDCap
  • Veeva CTMS
  • PubMed
  • EEndNote
  • Zotero

Don’t see your system? Sanai connects to many more through its REST API and webhooks. Tell us what your team uses.

Contact Us

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.

Learn More

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.