Step-by-Step Workflow Automation for Pharmaceutical Teams

AI-guided workflows that keep humans in control

Cogniphai is the workflow automation platform that helps pharmaceutical teams execute complex processes step-by-step, with AI assistance at every stage and human oversight where it matters most. Unlike generic AI chat tools, we provide structured workflows with validation rules, audit trails, and human review gates—purpose-built for pharmaceutical regulatory requirements.

Workflow-First, Not Chat-First

Unlike generic AI chat tools or fully automated systems, Cogniphai occupies a unique position in the market:

Not Just AI Chat

Structured steps, validation rules, and audit trails. Every interaction happens within the context of a workflow that defines what needs to be done, who does what, and how quality is ensured.

Not Fully Automated

Human review gates, approvals, and decision points. AI never makes final decisions on its own—it extracts, drafts, analyzes, and recommends, but humans approve, override, and sign off.

Not Generic

Purpose-built for pharmaceutical workflows with domain-specific tools. Integrated access to FDA Labels, ClinicalTrials.gov, PubMed, and other authoritative pharmaceutical data sources.

Platform Capabilities

Data Connectors

Unified access to authoritative data sources including FDA Labels, ClinicalTrials.gov, PubMed, ChEMBL, and your internal documents. Query FDA, PubMed, and clinical trials without switching tools—they're tools queried from within workflow steps, not separate agents.

One platform, every data source

AI Assistance

Consolidated, general-purpose AI agents (Project Manager, Generalist, Reviewer, Document Builder) that adapt their behavior based on workflow step instructions. AI that assists at every step—without taking over. AI does the heavy lifting. You make the final call.

Humans stay in control of decisions

Enterprise Security

HIPAA-compliant infrastructure with end-to-end encryption, full audit trails, and role-based access control. Built-in 21 CFR Part 11 compliance for pharmaceutical regulatory requirements. Every action logged. Every decision documented. Audit-ready from day one.

Full audit trail, zero surprises

Workflow Automation

Guide teams through structured, step-by-step workflows from literature review to regulatory submission. Your processes, templated and repeatable—create templates once, use them across every project.

Reduce document assembly time from weeks to days

Analytics & Insights

Real-time dashboards and reports on workflow progress, workflow metrics, and compliance status. Track step completion, review cycles, and audit trails to make data-driven decisions faster.

API & Integrations

RESTful API and SDKs for Python, R, and JavaScript. Integrate Cogniphai into your existing research tools and workflows.

Platform Architecture

Cogniphai is built on a workflow-first architecture designed for pharmaceutical teams. Our platform combines structured workflows with AI assistance and unified data access, ensuring humans maintain control over critical decisions while AI assists at every step.

The Three-Layer Architecture

1.

Workflows

Templates → Runs → Steps → Artifacts. The structured process that guides users through complex tasks.

2.

AI Agents

Project Manager • Generalist • Reviewer • Document Builder. AI assistants that adapt their behavior based on workflow step instructions.

3.

Data Connectors

FDA Labels • ClinicalTrials.gov • PubMed • ChEMBL • Your Docs. Tools that can be queried from within any workflow step.

  • Cloud-Native Infrastructure

    Deployed on AWS with auto-scaling capabilities and 99.9% uptime SLA

  • Multi-Tenant Architecture

    Secure data isolation with dedicated resources per organization

  • Real-Time Processing

    Stream processing for live data updates and instant agent responses

Workflows

Templates → Runs → Steps → Artifacts

The structured process that guides users through complex tasks. Workflows define what needs to be done, who does what, what AI helps with, what gets produced, and how quality is ensured.

AI Agents

Project Manager • Generalist • Reviewer • Document Builder

Consolidated, general-purpose AI agents that adapt their behavior based on workflow step instructions. They help at each step—extraction, drafting, analysis—while humans stay in control.

Data Connectors

FDA Labels • ClinicalTrials.gov • PubMed • ChEMBL • Your Docs

Unified access to authoritative data sources. These are tools that can be queried from within any workflow step—not separate AI agents.

How Workflows Work

Every workflow follows the Input → Process → Output pattern, with AI behavior adapting to each phase and humans maintaining control at critical decision points.

Input Phase

Gather information, upload documents, and define scope. AI behavior is forgiving and guiding—accepts partial information and helps users provide what's needed.

Human Role:

Provides information, uploads documents

Process Phase

Transform, validate, and enrich data. AI behavior is rigorous and validating—flags issues, requests clarification, and ensures quality standards are met.

Human Role:

Reviews AI work, resolves issues

Output Phase

Format, package, and deliver final artifacts. AI behavior is precise and formatting-focused—ensures completeness and compliance with output requirements.

Human Role:

Final review, approval, sign-off

Step Types

👤

HUMAN_TASK

User performs action with AI guidance

🤖

AI_TASK

AI performs action autonomously

👁️

HUMAN_REVIEW

User reviews AI-generated content

APPROVAL

Formal sign-off gate

⚙️

AUTOMATION

Background processing

Data Connectors

These are data connectors—tools that can be queried from within any workflow step. They provide unified access to authoritative pharmaceutical data sources, not separate AI agents.

FDA Labels

ClinicalTrials.gov

PubMed

ChEMBL

OpenTargets

DrugCentral

MeSH

Your Documents

Get started with a 90-day Cogniphai pilot in your organization

90-day pilot deployment

We start with a clearly scoped 90-day pilot focused on one or two real production workflows. Cogniphai is configured to your documents, templates, roles, and review requirements, with AI operating inside defined steps and human approval gates.

Defined success criteria

Each pilot has explicit success measures agreed up front, such as cycle-time reduction, reduced manual handling, improved completeness, and reviewer confidence. Outcomes are observable, auditable, and tied to real operational work.

Renewal and expansion

Successful pilots transition into an ongoing subscription. Additional workflows are added incrementally, and automation can increase over time where teams are comfortable. Cogniphai becomes part of standard operating processes, not a one-off experiment.