Zifo AiDEATE
Practical AI Blueprints
at the Intersection of Science
Driving real-world ROI through strategic AI adoption.
The Agentic Science Value Chain
Autonomous agents driving value from Discovery to Manufacturing. Zifo can enable AI agents
across the value chain — below diagram is an indicator of what’s possible.
DISCOVERY
Target Scouts mining omics
molecular data,
molecular data,
Preclinical
Lab Auto-Pilots driving
Design-Make-Test cycles.
Design-Make-Test cycles.
CLINICAL
Sentinels monitoring safety
signals in real-time.
signals in real-time.
CMC
Process Architects
optimizing synthesis routes.
optimizing synthesis routes.
Omics
Bio-Code Readers decoding
complex biomarkers.
complex biomarkers.
MFG / QC
Guardians automating
batch release validation.
batch release validation.
Research
Structure Scouts mining chemical space and property databases
Development
Formulation Architects mining experimental records and process parameters.
MFG / QC
Process Sentinels mining real-time sensor streams and LIMS data.
Research
Consumer Scouts mining social sentiment, market gaps, and ingredient trends.
Development
Formula Architects mining stability data, sensory profiles, and packaging constraints.
MFG / QC
Batch Sentinels mining inline vision systems, sensor logs, and compliance records.
Research
Trait Scouts mining genomic, phenotypic, and multi-omics data.
Development
Cultivar Architects mining micro-climate trials, soil health, and yield data.
MFG / QC
Yield Sentinels mining satellite imagery, IoT sensor streams, and harvest logs.
Research
Flavor Scouts mining sensory data, ingredient synergy, and consumer palates.
Development
Recipe Architects mining nutritional targets, shelf-life kinetics, and cost-benefit ratios.
MFG / QC
Purity Sentinels mining inline contamination sensors, thermal logs, and batch consistency.
The Industry Challenge
Life Sciences companies are under pressure. The need to evolve is urgent.
Unlock Efficiency
70% of companies report the accessing scientific data for AI initiatives is difficult today. We break those silos
Navigate Data Deluge
AI provides essential tools to extract actionable intelligence and drive decision-making across the enterprise.
Drive Innovation
35% of companies say AI is not just about automation; it’s a powerful catalyst for scientific innovation.
The Practical AI³ Framework
A strategic approach designed for effective AI adoption.
Practical AI Now
Immediate value through our Hub of 100+
pre-built "Blueprints" focused on real- world ROI.
Practical AI Future
Client customized AI process maps for incremental improvements leading to compounding benefits.
Drive Innovation
Setting the stage for long-term strategic competitive advantage through deep AI integration.
Blueprint Archive
Select a value chain stage to filter the blueprints.
Completed
COMPLETED
DISCOVERY / OMICS
AI Based Antibody Design
Accelerating Antibody Design with Zifo’s AI-powered Protein Language Models.
COMPLETED
DISCOVERY / LAB
Scientist Voice Agent
Redefine Scientist Experience through AI Guided, Voice Based Contemporaneous Data Capture Agent.
COMPLETED
R&D
Project Workbench
Chat interface with capabilities like web search, deep research and information retrieval.
COMPLETED
DATA
Data Curation
Extraction from FDA labels and enrichment from DrugBank, ChEMBL, UniProt, etc.
COMPLETED
DISCOVERY / LAB
Scientist Voice Agent
Redefine Scientist Experience through AI Guided, Voice Based Contemporaneous Data Capture Agent.
COMPLETED
QUALITY / PRECLINICAL
Assay Review Cycle Time
Zifo’s AI Solution speeds up deviation detection, ensures compliance, and validates hypotheses.
COMPLETED
DISCOVERY / LAB
Scientist Voice Agent
Redefine Scientist Experience through AI Guided, Voice Based Contemporaneous Data Capture Agent.
COMPLETED
CLINICAL / CMC
No-Code AI Dashboard
Zifo’s AI-driven Conversational Interface to Visualize and Analyze Data for Instant Insights.
COMPLETED
REGULATORY
Document Authoring
Infusing AI into creating CSRs and Investigator Brochures cuts first-draft timelines from days to hours.
COMPLETED
CLINICAL
USDM Design
Transforming all study protocols into living, machine-actionable assets mapped to USDM.
COMPLETED
CLINICAL DATA
BC Creation
Standardize, map, and create reusable Biomedical Concepts (BC) assets using AI/LLM.
COMPLETED
CLINICAL
Clinical Data Lineage
Extracts and maps BCs across protocols, CRFs, and SDTM for semantic consistency.
COMPLETED
CLINICAL / CMC
No-Code AI Dashboard
Zifo’s AI-driven Conversational Interface to Visualize and Analyze Data for Instant Insights.
COMPLETED
CMC
Data Migration
AI-enabled data migration solution automates complex tasks while ensuring validated data transfer.
COMPLETED
DISCOVERY / OMICS
AI Based Antibody Design
Accelerating Antibody Design with Zifo’s AI-powered Protein Language Models.
COMPLETED
DATA / OMICS
Ontology Assistant
Reuses information from public ontologies to create a use-case specific ontology.
COMPLETED
VALIDATION
Computer System Validation
AI-driven validation streamlines processes, boosts accuracy, and delivers upto 75%-time savings.
COMPLETED
MANUFACTURING
CoA Automation
AI Solution to validate CoA data, Maintain Compliance and Accelerate Quality processes.
COMPLETED
COMPLIANCE
21 CFR Part 11 Solution
Transforms weeks of manual expert review into hours of analysis using AI.
COMPLETED
MANUFACTURING
EHS Policy Update Engine
Proactively recommends updates to organizational EHS policies to align with regulations.
In Progress
IN PROGRESS
LIMS
Agentic LIMS DevOps
Natural language business requirement analysis to generate configuration guides.
IN PROGRESS
LAB OPS
LCS OS Upgrade
AI-powered compatibility analysis for seamless OS upgrades in lab environments.
IN PROGRESS
COMMERCIAL
Portfolio Support Engine
Decision support engine powered by patent expiry info and market research.
IN PROGRESS
CLINICAL
SDTM Automation
Leverages Agentic AI to reduce workload by Generating SDTM conversion R Programs.
IN PROGRESS
CLINICAL
Margin Analysis
Extracts information to compute equivalence or non-inferiority margins for study design.
IN PROGRESS
CLINICAL
Edit Check Automation
Automated generation of JavaScript codes aligned with Viedoc 4 EDC standards.
IN PROGRESS
CMC
ROS Scorecard
Ranking of Synthesis routes for Drug Substances based on customizable business logic.
IN PROGRESS
SAFETY
EHS Assistant
Compares existing EHS policy with latest updates in regulatory guidelines.
IN PROGRESS
SUPPORT
Support Framework
AI-powered unified console for smart issue analysis and guided troubleshooting.
IN PROGRESS
QUALITY
QC Harmonization
Compares multiple QC method-execution variants to generate a harmonized output.
IN PROGRESS
QUALITY
Empower Peak Integration
AI assisted chromatographic peak integration resulting in faster processing.
Unlock Efficiency
70% of companies report the accessing scientific data for AI initiatives is difficult today. We break those silos
Navigate Data Deluge
AI provides essential tools to extract actionable intelligence and drive decision-making across the enterprise.
Drive Innovation
35% of companies say AI is not just about automation; it’s a powerful catalyst for scientific innovation.