Your Instruments Generate Data. Your Scientists Need Intelligence.
Pharma R&D generates terabytes of scientific data every week — locked in proprietary vendor formats, disconnected from methods and samples, invisible to the scientists who need it most. The ICAD Platform closes that gap: Integrate instrument data, Contextualize it with scientific meaning, Analyze across programs, and Decide with governed AI. Each layer compounds on the one below it.
Two Minutes. The Full Picture.
How the ICAD Platform turns instrument silos into governed, AI-ready scientific data — from data ingestion through analytical intelligence.
Every Product Maps to an ICAD Principle
The ICAD Platform is not a monolith — it is a compounding stack of products, each mapped to a principle. What you deploy at each layer directly enables the capabilities above it. Here is what is deployed today and what unlocks next.
Deployed
- Data Preservation — governed data store, lifecycle management, metadata enrichment, e-signatures, audit trail
- Data Hub — convert and normalize proprietary instrument data, semantic database
- Applications Hub — modular technique framework
- Technique Apps — Chromatography, Mass Spec, NMR, Flow Cytometry, Plate Reader, DVS, Thermal Analysis, XRD
- Integration Catalog — searchable directory of 150+ vendors, 400+ instrument models, 100+ techniques
- Integration Factories — scalable converter and adapter operating model
Coming Next
- Fleet Dashboard New
- Batch Release New
Deployed
- ELN Preservation — archival, compliance, IP protection
- LIMS Consolidation — multi-site harmonization, identity resolution
- Operations Hub — approval gates, scheduling
- Methods Hub — SOPs, method parameters
- Chemistry Hub — structures, compound identifiers
- Image Hub — microscopy, spatial metadata
Coming Next
- Scientific Context Builder New
- Sample Genealogy New
- Lineage Governance Dashboard New
- Cross-System Reconciliation New
- Context Templates New
Deployed
- Analytics — SQL/API access, Tableau/Spotfire/Power BI/Databricks/Snowflake/Jupyter integration, analytics-first interface
- Data Processing — scientific data processing and visualization for spectrometry and spectroscopy, powered by SciY
Coming Next
- Investigation Acceleration New
- Tech Transfer Toolkit New
- Stability Trending New
- Batch Comparison New
Deployed
- Workflow Orchestration — governed end-to-end analytical workflows, ELN integration, dynamic branching, expert escalation
- Automated Pass/Fail Evaluation — configurable decision logic at every workflow step, with supervised autonomy
Coming Next
- Closed-Loop Lab Automation New
- Stability Intelligence New
- Regulatory Analysis New
- Agentic Workflow Services New
Workflow Orchestration Across All Four Layers
ZONTAL Operations orchestrates end-to-end analytical workflows — from ELN request through instrument acquisition, automated processing, and governed documentation. Dynamic branching, expert escalation, and sample lineage tracking across every step. Not a standalone product — it draws on all four ICAD layers working together.
Explore Workflow OrchestrationOne Platform, Many Scientific Domains
The ICAD Platform serves every scientific domain in pharma R&D — from early discovery through manufacturing QC. The same infrastructure handles different data types, instrument families, and regulatory requirements across your global organization.
Unified Assay Data Across Discovery Workflows
Flow cytometry, plate reader, and mass spectrometry data from discovery biology workflows — integrated through a single governed framework. High-content screening datasets (5 TB/file) ingested alongside small-molecule assays, with full lineage from instrument to analysis.
- Flow cytometry, plate readers, mass spectrometry governed through Integration Industrialization
- High-content screening (HCS) at 5 TB/file; high-throughput screening (HTS) at 250,000 files/dataset
- Dose-response curves and IC50 calculations linked to source data
- Compound-target assay linking through Scientific Context & Lineage
Built for Global R&D Operations
Proven at enterprise scale: ingestion throughput exceeding 1 TB/hour across 5,000+ instruments, multi-site fleet management across regions, and regulatory compliance spanning FDA, EMA, and PMDA requirements.
- 1 TB/hour high-concurrency ingestion throughput
- 5,000+ connected instruments per deployment
- Multi-region data governance with local data sovereignty
- Discovery-to-manufacturing data lineage in one governed framework
Structure Verification to ELN in Minutes
End-to-end workflow orchestration for NMR + LC-MS structure verification — from ELN request through automated acquisition, SciYGears processing, pass/fail evaluation, and result documentation. Automated escalation to expert core teams on failure.
- ELN-integrated request → instrument → result in minutes, not days
- Automated spectral comparison and structure verification scoring
- Chiral purification with governed parent–child–fraction lineage
- SciY-powered NMR, mass spec, and XRD analytical processing
Connected → Contextual → Intelligent → Autonomous
A deliberate, phased deployment — each stage building on proven capabilities. Every organization starts where their data is. Find your stage and see what unlocks next.
Connected
"Every instrument output — proprietary or open — governed from the moment it leaves the bench."
Contextual
"Methods, samples, and results linked by scientific meaning — not just file names and timestamps."
Intelligent
"Stability trends across programs. Method comparisons across sites. Portfolio-level signals in minutes, not months."
Autonomous
"IND dossiers assemble from governed data. Shelf-life predictions update continuously. Workflow orchestration manages end-to-end lab operations."
Built for Multi-Organization Scientific Operations
Pharmaceutical R&D operates across organizational boundaries. As companies outsource development work to Contract Research Organizations (CROs) and Contract Development and Manufacturing Organizations (CDMOs), your data infrastructure must govern data exchange — not just internal instrument connectivity.
Data Governance Without Platform Mandates
External partners do not need to adopt ZONTAL. The platform's Integration Factories produce governed data converters that accept raw instrument outputs, proprietary vendor formats, and PDF from any CRO or CDMO instrument fleet — and convert them into vendor-neutral formats. The ingestion pipeline validates, standardizes, and traces every file on arrival — same governance rules as internal instruments.
Cross-Organization Lineage for Regulatory Submissions
When outsourced stability studies, method validation runs, or analytical testing contribute to Investigational New Drug (IND) applications or Chemistry, Manufacturing, and Controls (CMC) dossiers, every data point must trace back to the source instrument and conditions. ZONTAL preserves that lineage across organizational boundaries — from CRO bench to your regulatory filing.
Where Is Your Organization on the ICAD Journey?
Whether you're connecting your first instrument fleet or ready to orchestrate autonomous workflows, we'll map your current capabilities and show the fastest path to what you need next.
Book a Strategy SessionBuilt on the ICAD Principles →
“What used to be a complex, multiple-step, multi-tool process is now as simple as a couple of clicks away from the protocoling tool.”
Explore the ICAD Layers in Depth
Each ICAD principle has its own deep-dive: deployed products, what your data unlocks, interactive demos, and the compounding connection to the layer above.
AI-Enabled Decisions
Governed automation and decision support operate on trusted data, context, and analysis.
Scientific Intelligence
Cross-program analysis, investigations, and knowledge discovery build on the connected foundation below.
Scientific Context & Lineage
Every result is connected to methods, samples, batches, people, and process context.
Integration Industrialization
Governed factories bring instrument and system data into one trusted operating foundation.