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Introducing ARIA: AI for Regulatory Intelligence & Authoring, our new AI agent, built on everything you already know from NuMantra.

Struggling with CMC documents from raw data and merged files?

Meet ARIA. Your Regulatory Intelligence & Authoring Agent.

ARIA works alongside your team as you draft CMC documents and untangle large merged files, reading your LIMS exports, stability tables, and batch records, so nothing gets typed twice.

60%
Less time on Module 3 prep
3.2.S-P
All major CMC sections
4
Regional rule sets built in
Sound familiar?

You're drowning in fragmented data, repeated authoring, and endless review cycles.

Writers reconstruct stability data by hand, every single time.
One spec change means updating three documents manually.
Data is scattered across LIMS, SharePoint, and email.
The same content gets reformatted for every regional filing.
Review cycles drag on because nobody has the full picture.
Submissions slip because Module 3 alone eats weeks of writer time.
Why now

Regulatory complexity has increased. Your headcount hasn't.

More submissions, fewer writers

Teams are expected to produce more submissions with the same, or smaller, regulatory writing staff.

AI is changing expectations

What used to take weeks is now being benchmarked against what AI-native teams can do in days.

Legacy RIM wasn't built for this

Legacy systems were designed for storage and tracking, not intelligent authoring. ARIA pairs regulatory intelligence, semantic search across your own submission history, with cited, traceable authoring, so every drafted sentence points back to its source.

See ARIA in action

From raw data to a reviewer-ready draft.

Ingest raw files, not clean data

LIMS exports, scanned batch records, merged PDFs: ARIA's OCR engine parses layout and structure directly.

  • Layout-aware OCR, tables intact
Input
Scanned LIMS export
BR-2291, unstructured PDF
Output
Structured data
14 fields, 3 tables extracted
Under the hood

How ARIA splits one large merged file.

Raw source files aren't ready for AI

Most AI tools assume clean, structured data. LIMS exports, scanned batch records, and merged PDFs need to be parsed before a narrative can begin.

Solved by ARIA's proprietary OCR engine

Teams often receive a single merged PDF spanning several modules, scanned, inconsistently formatted, with no metadata. ARIA's layout-aware OCR reconstructs structure first, then classifies and assigns each section, with its reasoning shown, not hidden.

1 merged file
6 documents · 340 pages · no metadata
SPLIT
Batch Record
§3.2.S.4.5
Stability Report
§3.2.S.4.5
Specification
§3.2.S.2
Certificate of Analysis
§3.2.S.4.4
Method Validation
§3.2.S.4.2
Cover Letter
Module 1
REASONING: classified as Stability Report (§3.2.S.4.5), table headers match ICH Q1E stability format, batch ID cross-references BR-2291. Confidence high.
Hours to minutes. Manual splitting and renaming replaced by automatic classification.
Human in the loop. Every assignment is reviewable and correctable before it's final.
Gets smarter over time. Past corrections improve future classification accuracy.

ARIA drafts the section

Narratives generated for §3.2.S, §3.2.P, and Module 2.3 QOS, aligned to ICH M4Q(R1).

  • Same-day first draft, source-traced
Input
Structured batch data
From LIMS, mapped to spec
Output
Draft narrative
Reviewer-ready, source-traced

Your team reviews

Tracked changes, role-based approval gates, full audit trail. 21 CFR Part 11 built in.

  • REVIEW
Input
Draft narrative
Awaiting QA review
Output
Approved section
J. Alvarez, QA, 14-Jul
VALIDATED

Export the eCTD backbone with validated hyperlinks and regional formatting applied automatically.

  • FDA, EMA, PMDA, Health Canada ready
Input
Approved sections
0 broken links, 0 errors
Output
eCTD backbone
FDA, EMA, PMDA, Health Canada
READY FOR GATEWAY
Capabilities

What ARIA Actually Handles

Six things your team is doing by hand right now.

Narrative auto-generation

Drafts Module 3 narratives using your approved language and templates.

Cross-section consistency

Flags every downstream section when a specification changes.

Stability table extraction

Pulls stability data and formats to ICH Q1E requirements.

Semantic reuse with traceability

Every reused block is traceable to source and approval date.

Multi-regional packaging

Multi-regional packaging

Inline validation before compile

Hyperlink and metadata checks run as you work.

Before and after

What Actually Changes

Raw file & OCR
ManualCopy data from PDFs by hand before writing begins.
With ARIAOCR extracts structured data in minutes.
Module 3 first draft
Manual2 to 4 weeks of writer time.
With ARIASame-day draft, 1 to 2 day review.
Regional formatting
ManualSeparate reformatting per market, weeks.
With ARIASingle workflow, rules applied at export.
Audit readiness
ManualReconstruct from email trails.
With ARIAFull audit log built in.
Regulatory intelligence

ARIA builds institutional regulatory intelligence.

Every submission strengthens the next. ARIA connects source data, generated content, and regulatory guidance into one queryable knowledge layer, not just a document generator.

Every submissionEvery reviewEvery correctionEvery approvalStrengthens future submissions

Cited down to the source

Every generated claim traces back to the exact paragraph, table, or figure it came from, not just which document.

Gap analysis against ICH

See what a module still needs, checked against the regulatory spec itself, not just what's already been filed.

Cross-submission diffing

See exactly what changed between one sequence and the next, instead of re-reading the whole filing.

Contradiction detection

Catch a spec limit stated one way in one section and differently elsewhere, before a reviewer does.

Classification confidence

See how confident ARIA is in a section assignment, and where two independent checks disagree.

Full audit trail

Every classification, edit, and approval is logged, so "what changed and who changed it" always has a real answer.

Built for your team

Wherever you sit in the process.

Emerging Biotech

Enterprise-grade authoring without an enterprise headcount.

  • Fast implementation
  • Scales with your pipeline
  • No dedicated RIM team required

Mid-Size Pharma

Coordinate multi-program authoring without losing consistency.

  • Cross-section consistency
  • Multi-regional packaging
  • Full audit trail, every program

CROs & Consultants

Deliver faster for every client without sacrificing rigor.

  • multi client secured workflow
  • Consistent output quality
  • Faster turnaround per engagement
Integrations

Integrate with the tools you already use.

Agentic AI

Search, Draft, Validate, and Publish agents work in concert.

IDP

Classify, extract, and normalize across labeling, CMC, and eCTD inputs.

Semantic Reuse

Insert approved language and tables with full traceability.

Governance

Audit logs, e-signatures, SSO, permissions, segregation of duties.

Embedded ARIA

Already invested in your existing RIM? Add ARIA intelligence without replacing it.

ARIA augments the systems you already run, it doesn't ask you to rip and replace them.

Veeva Vault SharePoint LIMS EDMS TrackWise Documentum
Why teams choose ARIA

Why regulatory affairs teams choose ARIA.

50 to 70% Faster Prep

Driven by intelligent workflow automation and semantic reuse.

Fewer Late-Stage Errors

Inline validation catches critical errors before the final compile.

Global Agility

Locale-aware rule sets and templates keep submissions globally compliant.

Phaseable RIM Replacement

Integrate with your existing stack now, consolidate later.

21 CFR 11
Audit trail & e-signatures
EU 11
Computerized systems
100%
Encrypted at rest & transit
RBAC
Role-based access control
For your IT and security teams

Why CIOs choose ARIA.

Enterprise adoption isn't just a regulatory decision. IT, security, and procurement need answers too.

Identity and access

SSO, role-based access, and granular permissions.

Deployment flexibility

Cloud or private deployment options to fit your governance model.

Audit and model governance

Full audit logs and visibility into how AI outputs are generated.

Tenant isolation

Your data stays segmented and private, never pooled across tenants.

Data residency

Hosted on AWS, with residency and disaster recovery built into the infrastructure.

No training on your data

Tenant data is never used to train underlying AI models.

Security

Enterprise-grade security and compliance.

Trust is essential in regulatory work. ARIA is hosted on AWS, with CCPA and GDPR compliance built into the hosting layer, and strict boundaries on how your data is used.

Defense-in-depth

Encryption at rest, secure SDLC, segmented environments, and continuous monitoring on AWS infrastructure.

Your data is never used to train models

ARIA does not share tenant data with underlying AI models for training. Each tenant's data stays isolated and private.

CCPA and GDPR compliant

Compliance is built into the AWS hosting layer, with data residency and access controls maintained per tenant.

Clarifications

Things people ask before booking a demo.

Yes. ARIA connects via API to common LIMS and EDMS platforms and accepts standard export formats, plus Veeva Vault and SharePoint.

Yes. Audit logs, e-signatures, role-based access, and encryption are built into the platform, not bolted on.

FDA, EMA, PMDA, and Health Canada rule sets are built in, packaged from the same CMC content at export.

ARIA's document AI automatically structures, extracts, and classifies raw or merged inputs into the correct CTD sections, no manual pre-sorting required.

Platform capabilities

One workspace, five connected hubs.

Author

Module 3 narrative generation from source data, aligned to your approved language.

§3.2.S / §3.2.P

Classify

Auto-assignment and classification of large merged files into CTD sections, with visible reasoning.

Document AI

Validate

XML, hyperlink, and metadata validation before compile, catching errors early.

Pre-compile

Publish

Multi-regional eCTD backbone assembly, packaged per authority automatically.

FDA / EMA / PMDA

Track

Submission status and lifecycle tracking, a phaseable path off legacy RIM.

Traceability

See what CMC authoring looks like when the data does the heavy lifting.

A 20-minute walkthrough. Your data, your use case, no obligation.