Outcome · IND Acceleration

From Fragmented Data to Filing-Ready Evidence

An Investigational New Drug (IND) submission demands evidence from Laboratory Information Management Systems (LIMS), Electronic Lab Notebooks (ELN), stability, and analytical systems — assembled with full lineage traceability. The ZONTAL IND Wizard compiles a submission-ready electronic Common Technical Document (eCTD) package with auto-inserted cross-references across all source systems. What used to take months takes weeks.

IND Wizard Output
Multi-System Source integration — LIMS, ELN, stability, Chromatography Data Systems (CDS), and analytical platforms
100% Cross-references inserted with full lineage traceability
Weeks Not months — governed data eliminates manual compilation bottleneck
eCTD 4.0 International Council for Harmonisation (ICH) CTD compliant Module 3.2 structure generated
The Challenge

IND Assembly Is a Manual Reconstruction

An IND submission requires assembling evidence from LIMS, ELN, Manufacturing Execution Systems (MES), stability databases, and vendor analytical software into a coherent regulatory package with full traceability. Today, regulatory scientists spend 4–6 months manually copying data between systems, cross-referencing results, and reconstructing lineage from final assay back to raw instrument output. A single missing reference can trigger a Complete Response Letter — and 65% of CRLs cite manufacturing data deficiencies (FDA CRL analysis).

Who Owns the IND Timeline

Three Roles, One Filing Deadline

Regulatory Affairs Scientist

Manually compiles eCTD Module 3.2 packages — copying stability reports from one system, analytical certificates from another, and batch records from a third, then cross-referencing every table and figure citation by hand. A single missed reference risks a Complete Response Letter.

CMC Project Manager

Coordinates IND timelines across analytical, stability, manufacturing, and regulatory teams at multiple sites — but has no single view of which data packages are complete, which are pending, and which have gaps that will delay filing.

Analytical Chemistry Lead

Generates the characterization and method validation data that feeds Module 3.2.S.4. Runs dissolution, impurity profiling, and reference standard qualification — but the results sit in vendor-specific CDS and LIMS exports until someone manually extracts and reformats them for the submission package.

What the Infrastructure Delivers

Four Capabilities, One Workflow

Each stage of the ZONTAL platform contributes a specific capability to IND acceleration. Together they transform months of manual assembly into a governed, AI-assisted compilation workflow.

Integrate
1

Governed Data Ingestion

Data Hub · Technique Applications

Integration factories extract data from every source system — LIMS, ELN, MES, stability LIMS, analytical instruments — with full provenance. Every data point is traced to its source instrument and run.

Contextualize
2

Scientific Context & Lineage

Digital Lab · Platform Modules

Sample genealogy connects batch → sample → method → result in a governed context graph. Cross-system identity reconciliation builds the lineage map that ICH CTD modules require.

Analyze
3

Cross-Program Intelligence

Analytics

Stability trending, comparability analysis, and anomaly detection surface insights that manual review misses. AI-assisted recommendations identify what to include and what to investigate before compilation.

Decide
4

AI-Assisted IND Compilation

Regulatory Analysis — IND Wizard

Define scope, select governed data, configure templates, and generate a submission-ready eCTD package — documents analyzed, cross-references auto-inserted, months of manual effort eliminated.

Quantified Outcomes

What the IND Wizard Produces

Multi
Source Systems Integrated
100%
Cross-References
Weeks
Not Months — Compilation Compressed
3.2
CTD Module
Compound Effect

How Each Capability Compounds to Accelerate Your IND

Each capability adds to the next. Remove any one and the IND Wizard loses its foundation.

IND Acceleration requires all four capabilities working in concert.
Evaluate readiness with the five-question framework →

Integrate

Integration Industrialization

Data Hub connects 150+ vendors and 400+ instrument models through governed Integration Factories. Every data point is validated and traced from source instrument to scientific context with full provenance. Data Hub converts and normalizes governed data from every source system — analytical instruments, LIMS, ELN — with filing-relevant provenance at scale.

  • 150+ vendor instruments supported
  • 400+ instrument models connected
  • 8 core techniques · 80+ variants
  • Filing-relevant data converted with CTD module mapping from ingestion
Contextualize

Scientific Context & Lineage

Digital Lab and Platform Modules build the scientific context graph — ontology mapping, cross-system identity reconciliation, and full lineage from instrument through result to insight. The lineage graph connects batch, sample, method, and result with ICH CTD module mapping built into the context from the start.

  • Ontology mapping across all data domains
  • Cross-system identity reconciliation
  • Full lineage graph: instrument → method → sample → result
  • ICH CTD module mapping built into the context graph
Analyze

Scientific Intelligence

Cross-program analytics surfaces trends, anomalies, and predictive signals that manual review misses — proven AI capabilities running on governed, validated scientific data. Analytics surfaces cross-program trends, stability predictions, and anomaly signals that inform evidence selection for regulatory packages.

  • Cross-program trend detection and comparison
  • Anomaly detection and signal identification
  • Predictive modeling on governed data
  • AI-guided evidence inclusion recommendations for regulatory packages
Decide

AI-Enabled Decisions

AI-assisted workflows consume governed data, scientific context, and intelligence to generate actionable outputs — with configurable oversight from full autonomy to human-in-the-loop approval gates. The IND Wizard consumes all three principles to generate submission-ready regulatory packages with auto-references and completeness scoring.

  • Guided workflow orchestration
  • Configurable oversight — from approval gates to full autonomy
  • Role-based views and reporting
  • 4-step IND compilation wizard with auto-reference insertion

Trusted by 6 of the 10 largest pharmaceutical companies in the world

And leading biotechs and agrochemical companies

“The critical path is CMC. We need to iterate faster: run experiments, quickly analyze data, propose the next experiment — or even predict results.”

VP Data & Governance, Top 5 Pharma
Start With Your Data

Build the Foundation for IND Acceleration

Walk through how governed data across every capability will become a submission-ready eCTD package — and plan the data foundation your pipeline needs today.