Zifo AiDEATE

Practical AI Blueprints at the Intersection
of Science and Technology

Life Sciences Companies are under growing pressure and need to

Unlock Efficiency : Easy access to scientific data. 70% companies report that accessing scientific data for AI initiatives is difficult today
Navigate the Data Deluge : AI can provide the essential tools to extract actionable intelligence, and drive data-driven decision-making across the enterprise
Drive Innovation : 35% of companies say AI is not just about automation; it’s a powerful catalyst for innovation

To address this gap in practical AI implementation, Zifo has launched AiDEATE

No fluff : Designed to help science-focused organizations adopt AI effectively
Practical AI³ Zifo’s AI framework is focused on real world ROI through AI adoption

Practical Ai Now : Blueprint Hub for developing 100+ "Blueprints" focused on immediate value
Practical Ai Next : Client Customised AI Process map for Incremental Improvements leading to Compounding Benefits
Practical Ai Future : Setting the stage for long term Strategic Competitive Advantage through AI

Zifo’s Practical AI³ framework:

Got an AI idea? Let’s Collaborate!

Completed Blueprints

Explore a selection of our successful AI Blueprints, demonstrating real-world applications and measurable outcomes across diverse industries and challenges. Each Blueprint is a testament to our expertise in transforming innovative ideas into practical, impactful solutions.

COMPLETED

AI Based Antibody Design

Accelerating Antibody Design with Zifo’s AI-powered Protein Language Models

COMPLETED

AI Based Conversation Agent for Scientists

Redefine Scientist Experience through AI Guided, Voice Based Contemporaneous Data Capture Agent

COMPLETED

AI to Reduce Assay Review Cycle Time

Zifo’s AI Solution speeds up deviation detection, ensures compliance, and validates hypotheses

COMPLETED

AI Solution to Accelerate Computer System Validation

AI-driven validation streamlines processes, boosts accuracy, and delivers upto 75%-time savings

COMPLETED

No-Code, AI Conversational Dashboard

Zifo’s AI-driven Conversational Interface to Visualize and Analyze Data for Instant Insights

COMPLETED

AI Based CoA Automation

AI Solution to validate CoA data, Maintain Compliance and Accelerate Quality processes

COMPLETED

AI Powered Audit Trail Review

Automatically generating checklists and parsing audit logs can streamline the audit trail process in regulated systems, ensuring data integrity, traceability, and GxP compliance.

COMPLETED

AI Powered Data Migration

In regulated industries such as Biopharma, AI-enabled data migration solution automates complex tasks while ensuring validated data transfer, which is critical for compliance and innovation.

COMPLETED

AI Powered Document Authoring

Infusing AI into the manual and time-consuming process of creating complex regulatory submissions – such as Clinical Study Reports (CSRs), Investigator Brochures, and CMC submissions – cuts first-draft timelines from days to hours.

COMPLETED

AI Powered SOP Alignment

An AI-driven compliance assistant that compares your SOPs with FDA 483 findings, flags gaps before audits, and even suggests ready-to-use fixes - helping scientific organizations stay inspection-ready and ahead of risk.

COMPLETED

AI Powered Document Creation

Manual documentation is a slow, tedious, and inconsistent process. Zifo solves this by using AI to analyze video content, automatically identifying key features and workflows to generate a structured, readable user manual in minutes, not days.

COMPLETED

AI Powered 21 CFR Part 11 Solution

Due to the time-consuming, inconsistent, and error-prone nature of traditional 21 CFR Part 11 compliance assessments, Zifo’s AI-powered solution transforms weeks of manual expert review into hours of analysis, reducing regulatory risk and accelerating market delivery for biopharma products.

COMPLETED

AI Powered USDM Design

Accelerate clinical trial design and execution by transforming all study protocols into living, machine-actionable assets mapped to the Unified Study Design Model (USDM).

COMPLETED

AI Powered BC Creation

Manual, fragmented BC curation is inefficient, error-prone, and hinders data reuse. Zifo’s AI/LLM solution offers the opportunity to standardize, map, and create reusable BC assets, ensuring consistency and massive efficiency gains.

COMPLETED

AI Powered Clinical Data Lineage

Zifo's AI Study Lineage automatically extracts and maps Biomedical Concepts (BCs) across protocols, CRFs, and SDTM. This creates semantic consistency and full traceability, transforming fragmented clinical documentation into reusable, high-quality data assets, resulting in accelerated study setup, reduced errors, and regulatory compliance.

COMPLETED

Project Workbench

A chat interface with capabilities like web search, deep research and information retrieval from files stored in the workspace.

COMPLETED

Zifo's Ontology Assistant

An ontology creation assistant that reuses information from public ontologies to create an ontology for the specific use-case. This automates the otherwise manual, time intensive ontology development steps, thereby accelerating creation of new Ontologies.

COMPLETED

EHS Policy Update Engine

An engine that proactively recommends updates to organizational EHS policies to align with evolving regulatory expectations and compliance trends.

COMPLETED

Data curation

Data extraction from FDA labels, enrichment of extracted data from sources like DrugBank, ChEMBL, UniProt, NCBI, and Ensembl along with mappings to relevant Ontology classes for creation of a Knowledge Graph.

COMPLETED

GxP User Management

AI-powered user management engine that automates training validation, approval workflows, and escalations—accelerating compliant access provisioning while reducing governance overhead and onboarding delays.

COMPLETED

Scheduling support

AI augmented scheduling of tests for samples using Copilot studio.

COMPLETED

Experiment Insight generation

AI assisted insight generation from the experiment conclusions recorded by scientists. This enables easy analytics and quick decisioning by leveraging the huge volumes of data generated during research.

In Progress Blueprints

Here's a glimpse into the exciting AI Blueprints currently underway at Zifo, pushing the boundaries of what's possible and addressing emerging industry needs.

IN PROGRESS

AI Powered Ontology Assistant

Create scalable, interoperable ontologies using Zifo’s AI-enabled Ontology Assistant.

More details coming soon...

IN PROGRESS

AI Augmented EHS assistant

An AI-driven compliance assistant that compares an existing EHS policy with the latest updates in the regulatory guidelines and suggests modifications to help scientific organizations stay better compliant and inspection-ready.

More details coming soon...

IN PROGRESS

Application Support Framework

An AI-powered unified console that optimizes application support through smart issue analysis, guided troubleshooting, and integrated account and task management.

More details coming soon...

IN PROGRESS

Agentic LIMS DevOps

Natural language business requirement analysis to generate a configuration guide for LIMS (Sapio, Sample Manager, Labvantage).

More details coming soon...

IN PROGRESS

QC Method Harmonization Solution

A harmonization solution that compares multiple QC method-execution variants and overlays it with custom business rules to generate a harmonized output. This can greatly help organizations quickly adopt digitization initiatives and streamline processes across multiple sites.

More details coming soon...

IN PROGRESS

SOP update assistant

A multi-agent orchestration engine that interprets a desired future state, compares it with current state and identifies procedural gaps in current SOPs to recommend updates aligned with the proposed future state.

More details coming soon...

IN PROGRESS

SDTM Automation

Leverages Agentic AI to reduce the workload of CDISC Developers by Generating SDTM conversion R Programs.

More details coming soon...

IN PROGRESS

LCS

An aid to support seamless OS upgrades in laboratory environments. It offers structured AI-powered compatibility analysis of the myriad software packages, enabling faster, more reliable OS migration decisions.

More details coming soon...

IN PROGRESS

ROS scorecard

A framework for ranking of Synthesis routes for Drug Substances based on customizable business logic. The engine ranks multiple ROS generated by different tools and presents them for easy consumption by chemists.

More details coming soon...

IN PROGRESS

Data Verification

A framework to help establish the provenance of data when data moves across multiple platforms like ELN > snowflake > JMP.

More details coming soon...

IN PROGRESS

Database Summarization

An agentic summarization and validation pipeline to generate key metrics and specific insights from data.

More details coming soon...

IN PROGRESS

Margin Analysis

Evidence extraction and reasoning pipeline that extracts key information from regulatory documents to computes equivalence or non-inferiority margins to aid quick and intelligent study design creation.

More details coming soon...

IN PROGRESS

Data Modelling Assistant

An engine to speed up data model creation for a specified use case.

More details coming soon...

IN PROGRESS

Edit Check Automation

Automated generation of JavaScript codes aligned with Viedoc 4 EDC standards for clinical trials, enabling faster development and regulatory-compliant data capture.

More details coming soon...

IN PROGRESS

Product Portfolio Support Engine

A product portfolio decision support engine powered by information on innovator patent expiry information and intelligence gained from market research to guide planning for generic entry.

More details coming soon...

IN PROGRESS