AI tools & pipelines that ship fast and work safely
We design and deliver AI products for pharma, medcomms and agencies chatbots, voicebots, workflow automations, training tools, analytics, report generation and document validation. Rapid prototypes, multi-LLM options, and deployment as chat, voice or interactive apps.
What we build
Chatbots & voicebots
Domain-tuned assistants for HCPs, patients, MSLs or internal teams, grounded in approved materials.
Business tools
Automations that triage requests, extract data, draft emails, populate forms and trigger workflows.
Training & QI
Scenario-based training, knowledge checks, coaching aids and SOP alignment.
Analysis & reports
Competitive landscapes, dossier summaries, publication scans, KPI dashboards and templated report generation.
Document validation
QA checks for accuracy, consistency, bias and style—integrated with AI Peer Review.
Custom apps
Interactive tools with RBAC, audit trails and integrations with your stack.
What we have developed
ASK NPTV for NetworkPharma TV
NetworkPharma TV is an ambitious and innovative platform that has a growing library of over 1,000 videos related to the life science industry. Ask NPTV is an AI agent that enables users to ask questions of the transcripts from these videos help them to tap into the collective wisdom of a world of specialists to discover a remarkable range of authentic insights into the pharmaceutical and biomedical industries.
How we work
- Rapid scoping — clarify users, outcomes, data and constraints.
- Prototype in days — clickable or working demo to test value early.
- Pipeline hardening — multi-model evaluation, grounding, guardrails.
- Deploy — chat, voice or web app; SSO and role-based access where needed.
- Operate & improve — analytics, feedback loops and measurable KPIs.
Technical principles
- Use the best model for the job—mix of LLMs by task, cost and latency.
- Ground every answer in approved sources (RAG + citations) where applicable.
- Defence-in-depth: input/output filters, policy checks, red-flag detection.
- Observability: tracing, evaluation rubrics and offline test sets.
- Privacy: zero-retention model usage and DPAs on request.
Examples for life sciences
Medical information assistant
Answers from PI/SmPC and approved FAQs with clear citations; escalates safety signals.
Publication reviewer
Flags claims, conflicts and data quality issues; drafts plain-language summaries.
Market insights bot
Aggregates competitive moves, trials and pricing updates; produces weekly briefs.
Frequently asked questions
What is PharmAdvisor AI?
PharmAdvisor AI is a consultancy service that designs and builds custom AI workflow tools for life sciences and healthcare organisations. We combine domain knowledge, structured data and LLM-powered pipelines to help teams streamline research, review, compliance and publishing tasks.
What kinds of tools can PharmAdvisor AI develop?
We develop bespoke tools such as automated literature review pipelines, AI-supported peer review, medicines information assistants, and workflow integrations. The specific tools are tailored to client needs—our case studies like CAIA and AI Peer Review illustrate what is possible.
Who is PharmAdvisor AI for?
PharmAdvisor AI is for medical communications, regulatory, pharmacovigilance, and medical information teams that want to use AI safely and effectively. We help organisations build workflows that are compliant, auditable and adapted to their domain challenges.
Do you provide ready-made products?
No. We do not sell off-the-shelf products. Instead, we co-design and build AI tools with each client, ensuring the workflows fit their needs and regulatory environment. Demonstrators like CAIA and AI Peer Review show examples of our approach.
How does a typical engagement work?
We begin with a discovery sprint to map needs, data sources and compliance constraints. We then prototype an AI workflow, validate it with subject matter experts, and scale to production if successful. We provide governance, monitoring and change logs throughout.
What benefits can clients expect?
Benefits include faster review cycles, reduced compliance risk, improved content clarity, and stronger readiness for AI-driven search and publishing. Clients also gain institutional knowledge on building safe, auditable AI pipelines tailored to their own teams.
Have a workflow in mind?
Send a short note about your users and the decision you want to improve. We’ll suggest a pilot scope and timeline.
Get in touch
Follow us on LinkedIn or email steve@pharmadvisor.org.uk.