Pharmaceuticals & Life Sciences
Workflow & Integration Automation for Pharmaceuticals & Life Sciences
Workflow & Integration Automation for pharmaceuticals & life sciences, built around the constraint that defines the sector: GxP validation means every system change needs documented evidence before it reaches production.
- Regulations in scope
- 5
- Systems we integrate
- 5
- Typical first release
- 6 weeks
What changes when it is pharmaceuticals & life sciences
Integrations fail at three in the morning. Retry logic, dead-letter queues and an alert that reaches a human are not extras. They are the actual product.
In pharmaceuticals & life sciences, GxP validation means every system change needs documented evidence before it reaches production. That single fact reshapes how workflow & integration automation has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.
The workload we are most often asked to take on first is adverse event intake and coding, usually integrated against LIMS. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.
Multi-model by default, so a provider outage is a routing decision rather than an incident. You own the code, the models where they are open-weight, and the documentation to run it without us.
The sector constraints we design around
- Defining constraint
- GxP validation means every system change needs documented evidence before it reaches production
- Regulations in scope
- CDSCO · US FDA 21 CFR Part 11 · EU GMP Annex 11 · GxP validation · ICH guidelines
- Systems of record
- LIMS · QMS · eTMF · SAP · pharmacovigilance databases
- Where we usually start
- batch record review
Workflow & Integration Automation workloads in pharmaceuticals & life sciences
- batch record review
- adverse event intake and coding
- regulatory dossier assembly
- deviation and CAPA drafting
- literature monitoring
What is included
- Integration map across your current systems
- Two-way sync with conflict resolution rules
- Retry, alerting and dead-letter handling
- Idempotency so replays never double-post
- Runbook and monitoring dashboard
- Handover documentation your team can maintain
Questions from this sector
Can an AI system be GxP validated?
Yes, with a documented validation approach, IQ/OQ/PQ, defined intended use, change control and evidence of consistent performance. We build the validation pack alongside the system, not afterwards.
How do you handle 21 CFR Part 11?
Audit trails, electronic signatures, access control and record integrity designed in from the start, because retrofitting them is effectively a rebuild.
Do you use tools like n8n and Zapier, or custom code?
Both, chosen by fit. Off-the-shelf automation is right for straightforward flows; custom code earns its keep once volume, error handling or logic complexity grows.
What if a system has no API?
There is usually a path, database access, file exchange, or a supported export. We assess feasibility before quoting rather than after.
Who maintains it afterwards?
You do, and we write the runbook and documentation to make that realistic. We also offer a managed retainer if you would rather we kept it.
Workflow & Integration Automation in other sectors
Other capabilities for pharmaceuticals & life sciences
- AI Agent Development for Pharmaceuticals & Life Sciences
- Agentic Workflow Automation for Pharmaceuticals & Life Sciences
- LLM Application Development for Pharmaceuticals & Life Sciences
- RAG & Knowledge Retrieval for Pharmaceuticals & Life Sciences
- Chatbot Development for Pharmaceuticals & Life Sciences
- Document Processing & IDP for Pharmaceuticals & Life Sciences
- AI Copilot Development for Pharmaceuticals & Life Sciences
- Data Engineering for Pharmaceuticals & Life Sciences
- Enterprise AI Platform for Pharmaceuticals & Life Sciences
- Custom Model Fine-tuning for Pharmaceuticals & Life Sciences
Workflow & Integration Automation for pharmaceuticals & life sciences, worth a conversation?
Tell us the workload and the regulation it sits under. We will tell you what is realistic.
Or email bd@dtrasglobal.com · call +91 74118 77878
