Agentic AI for
Pharma & Life Sciences
Autonomous agents that accelerate drug development research, automate regulatory submissions, scale medical affairs operations, and manage pharmacovigilance — compressing timelines without compromising compliance.
Literature at Machine Speed
Agents synthesise thousands of research papers to surface evidence in hours, not weeks.
Regulatory Docs Automated
CTD and dossier sections generated from source data, ready for medical writer review.
PV Signal Detection
Pharmacovigilance agents process case narratives and flag safety signals continuously.
From AI Assistants to Autonomous Systems
Copilots assist. Agents execute. The difference is who does the work after the AI responds.
Before — AI Copilots
After — Autonomous Agents
Agentic AI Across Pharma & Life Sciences
🔬 Research & Drug Development
Discovery, preclinical, and early clinical phases requiring evidence synthesis and data management.
Key challenges
Agent use cases
Solutions Across
Departments
Every department has agents. Every agent has a defined input, execution, and outcome.
Research & Evidence
3 agent solutions
Systematic Literature Review Agent
Input
PICO criteria, database search strings, inclusion criteria
Agent Output
Screened citation list + evidence table + synthesis narrative
Target Identification Agent
Input
Disease mechanism data, omics datasets, patent landscape
Agent Output
Ranked target list with mechanistic rationale
Competitor Intelligence Agent
Input
Pipeline databases, clinical trial registries, publication feeds
Agent Output
Weekly therapeutic area competitive intelligence brief
Regulatory Affairs
3 agent solutions
CTD Module Drafter
Input
Clinical study reports, preclinical data, quality documentation
Agent Output
Drafted CTD section with appropriate format and cross-references
Health Authority Query Responder
Input
HA query, existing dossier, supporting data
Agent Output
Structured response with evidence citations and action items
Labelling Update Agent
Input
New safety data, current SmPC/PI, regional requirements
Agent Output
Tracked-changes labelling update across all target markets
Medical Affairs
3 agent solutions
Medical Information Agent
Input
HCP unsolicited query, approved label, scientific data
Agent Output
On-label response with references and disclosures, for MSL review
KOL Mapping Agent
Input
Publication data, conference speaker lists, clinical trial investigators
Agent Output
Ranked KOL list by influence, specialty, and geographic reach
Publication Planning Agent
Input
Study results, congress calendar, author availability
Agent Output
Publication plan with timelines, target journals, and author assignments
Pharmacovigilance
3 agent solutions
ICSR Processing Agent
Input
Adverse event case narrative (spontaneous, literature, trial)
Agent Output
Structured ICSR with MedDRA coding and reportability assessment
Safety Signal Detector
Input
Case database, disproportionality thresholds, product exposure
Agent Output
Ranked signal list with statistical evidence for PRAC review
PSUR Compiler
Input
Reporting period data, previous PSUR, benefit-risk framework
Agent Output
Drafted PSUR sections with integrated benefit-risk evaluation
Commercial & Marketing
3 agent solutions
HCP Engagement Agent
Input
Rep territory, HCP profiles, product information, call objective
Agent Output
Personalised call plan with scientific talking points
Market Access Evidence Agent
Input
Clinical dossier, payer requirements, health economics data
Agent Output
Value dossier sections and reimbursement submission narratives
Brand Content Compliance Agent
Input
Promotional material, approved claims, code of practice
Agent Output
Compliance review with ABPI/PhRMA code reference + change requests
Quality & Manufacturing
3 agent solutions
Batch Record Reviewer
Input
Executed batch record, master batch record, deviation log
Agent Output
Batch review summary with exception flags for QA sign-off
Deviation Investigation Agent
Input
Deviation event, process data, SOPs
Agent Output
Root cause analysis draft + CAPA recommendations
GMP Documentation Agent
Input
Process change, validation data, regulatory requirement
Agent Output
Updated SOPs and change control package
Agents You Can Try Right Now
Real agents. Real inputs. Real outputs.
Literature Review Agent
Screens thousands of publications against PICO criteria, extracts key data, and synthesises findings into a structured evidence table — in hours rather than weeks.
Takes as input
Produces
Regulatory Submission Agent
Drafts CTD module sections from source clinical and preclinical data — formatted to ICH standards and ready for medical writer review.
Takes as input
Produces
Pharmacovigilance Agent
Processes incoming adverse event case narratives, assigns MedDRA codes, assesses reportability, and generates ICSR drafts for safety assessor review.
Takes as input
Produces
Medical Information Agent
Responds to unsolicited HCP queries with on-label information from the approved dossier — with automatic out-of-scope flagging for MSL review.
Takes as input
Produces
Competitor Pipeline Tracker
Monitors clinical trial registries, regulatory databases, and publication feeds to deliver weekly competitive intelligence on your therapeutic area.
Takes as input
Produces
PSUR Compilation Agent
Compiles Periodic Safety Update Reports from case data, literature, and benefit-risk assessments — generating draft sections for qualified person review.
Takes as input
Produces
AI agents that produce content
for Pharma & Life Sciences teams
Every industry needs content. These agents handle video ads, product imagery, social media, and campaign copy — at scale, in your brand voice.
Ad-Genie
Generates, refines, and scales high-performing video ads for social platforms — Meta, TikTok, YouTube.
Virtual Photoshoot Agent
AI product photography — custom models, weather, settings, and lighting at scale. No studio needed.
Campaign Hub
Turns a campaign brief into brand-aligned copy, CTAs, social posts, and full creative output.
SocialSphere — Social Media Content Planner
Creates full social content calendars with daily post ideas, themes, formats, and captions.
HeroLens
Product hero shot generator — professional lighting, realistic scene integration, e-commerce ready.
ScrollStop — Viral Reel Creator
Transforms concepts into highly engaging, platform-optimised Shorts and Reels.
All agents deploy in days · No code required · KARMIC self-improvement built in
Browse all content agentsResearch & Insights
No industry-specific posts found yet.
Browse all blog posts →Works with Your Existing Stack
Nagent connects to the systems your bank already runs — no rip-and-replace.
Research & Evidence
Regulatory Systems
Safety & PV
Medical Affairs
+ 800 more via Composio and REST API · Browse all integrations →
From Pilot to Production in 8 Weeks
A structured delivery process built around your compliance requirements and existing infrastructure.
Function & Compliance Audit
Week 1–2Map regulatory, PV, and medical affairs workflows. Identify document production bottlenecks and compliance requirements per target market.
Data & System Integration
Week 3–5Connect to your regulatory vault, safety database, and literature sources. Configure ICH compliance rules and brand safety guardrails.
Qualified Person Review Phase
Week 6–8All agent outputs reviewed by qualified regulatory, safety, or medical professionals before submission or external communication.
Scale & Optimise
Month 3+Expand across therapeutic areas and markets. KARMIC loop improves MedDRA coding accuracy and regulatory response quality each cycle.
Function & Compliance Audit
Week 1–2Map regulatory, PV, and medical affairs workflows. Identify document production bottlenecks and compliance requirements per target market.
Data & System Integration
Week 3–5Connect to your regulatory vault, safety database, and literature sources. Configure ICH compliance rules and brand safety guardrails.
Qualified Person Review Phase
Week 6–8All agent outputs reviewed by qualified regulatory, safety, or medical professionals before submission or external communication.
Scale & Optimise
Month 3+Expand across therapeutic areas and markets. KARMIC loop improves MedDRA coding accuracy and regulatory response quality each cycle.
Free Assessment
5 minutes
Is your pharma organisation ready for Agentic AI?
Take a 5-minute assessment to benchmark your AI maturity across strategy, data, talent, and infrastructure. You'll receive a personalised readiness score and a prioritised action plan — free.
Business Impact
0%
Faster literature synthesis
Systematic review vs manual process
0%
Reduction in dossier prep time
CTD module first draft production
48hr
ICSR processing turnaround
vs 10-day manual average
3×
Medical information response throughput
Same team, more HCP queries handled
“Our regulatory team used to spend 6 weeks on each CTD module update. The submission agent gets us a reviewable first draft in 3 days. Our medical writers now focus on scientific quality rather than document formatting.”
Dr. Priya Nambiar
VP Regulatory Affairs
Global Specialty Pharma · Pharma · 12 markets · Phase III pipeline
The Pharma AI Playbook
Get the Playbook — Free
PDF download · No spam
Design your own agents — no code required
Use Agent Studio to describe your workflow in plain English. Helix, your AI system designer, will define the agent architecture, select models, configure prompts, and wire tools — ready to run immediately.
We design, build, and deploy the agents for you
The Agentic AI Lab is Nagent's hands-on delivery service. Our team works with yours to identify the highest-impact workflows, build production-ready agent systems, and deploy them inside your environment — with full knowledge transfer.
Common Questions
Ready to deploy Agentic AI in Pharma & Life Sciences?
Talk to our solutions team. We'll map the right agents to your workflows and operating model.