AI consulting for the pharma industry

Innowise helps pharmaceutical companies harness AI to shorten discovery timelines, optimize clinical operations, ensure GxP compliance, and create scalable solutions ready for global markets.

15+

pharma AI Berater

50+

Ingenieure mit Spezialisierung auf Pharmazie

40+

AI-getriebene Pharmaprojekte durchgeführt

Innowise helps pharmaceutical companies harness AI to shorten discovery timelines, optimize clinical operations, ensure GxP compliance, and create scalable solutions ready for global markets.

15+

pharma AI Berater

50+

Ingenieure mit Spezialisierung auf Pharmazie

40+

AI-getriebene Pharmaprojekte durchgeführt

Our AI development services for pharmaceuticals

We support pharmaceutical companies across the entire drug development lifecycle with consulting and hands-on development.

Beratung

Use case validation

PoC/MVP development

AI implementation and integration

Custom AI solution development

KI für die Einhaltung gesetzlicher Vorschriften

Beratung

Guiding pharma leaders through AI adoption with strategic assessments and roadmap design. We clarify priorities, highlight high‑value opportunities across R&D and clinical trials, and ensure alignment with scientific and business goals.

Use case validation

Evaluating hypotheses with data analysis and pilot models to confirm feasibility. We help you avoid sunk costs by testing assumptions early and validating data readiness before scaling.

PoC/MVP development

Designing and delivering focused prototypes that demonstrate tangible value. In 8-12 weeks, our teams implement small‑scale AI models with clear KPIs and detailed test plans, giving your stakeholders evidence for confident go/no‑go decisions.

AI implementation and integration

Engineering and embedding validated AI models into your IT ecosystem — from CTMS and LIMS to ERP platforms. In doing so, we ensure robust security, interoperability, and scalability so adoption is seamless for your research and operations teams.

Custom AI solution development

Developing end‑to‑end AI pipelines tailored to specific pharmaceutical workflows. This includes multi‑omics analytics for target discovery, predictive modeling for trial outcomes, advanced pharmacovigilance NLP, and more. Each solution is engineered for reliability, interpretability, and regulatory alignment.

KI für die Einhaltung gesetzlicher Vorschriften

Building AI‑powered systems that simplify complex compliance tasks. Examples include automating audit preparation, continuously monitoring regulatory updates, validating datasets at scale, and streamlining reporting flows — all reducing manual burden while meeting FDA, EMA, and GxP standards.

Beratung

Use case validation

Evaluating hypotheses with data analysis and pilot models to confirm feasibility. We help you avoid sunk costs by testing assumptions early and validating data readiness before scaling.

PoC/MVP development

AI implementation and integration

Custom AI solution development

KI für die Einhaltung gesetzlicher Vorschriften

Areas we help improve with AI

Our AI consulting and development services target critical pharma challenges across research, operations, and compliance.

Drug design & discovery

Accelerate target identification and hit-to-lead selection with multi‑omics, generative models, and advanced simulation methods.

Pharma R&D

Enhance early discovery and translational research with analytics pipelines that reveal hidden correlations and provide actionable insights.

Clinical trials optimization

Improve recruitment and adaptive design with predictive analytics and enable real-time monitoring to spot risks or opportunities sooner.

Ensure adherence to GLP, GCP, GMP, GDP, and GVP standards with validated, compliant AI systems.

Clinical intelligence

Unlock insights from EHR, imaging, and trial datasets to guide evidence-based decision-making.

Manufacturing & supply chain

Predict demand, optimize batch quality, and prevent bottlenecks with AI-driven process monitoring.

Pharmacovigilance

Detect safety signals across clinical reports, publications, and social media using NLP and ML.

Compliance & risk management

Embed auditability, explainability, and data security into every AI workflow.

Vendor procurement

Streamline supplier selection and monitoring with intelligent data analysis.

AI solutions we build for pharma

We design and implement specialized AI applications that address the unique needs of pharmaceutical R&D and operations, from trial automation to personalized medicine, ensuring each solution is practical, compliant, and ready to scale.

Pharmacovigilance & drug safety systems

Monitor adverse events in real time across multiple data streams, using NLP to flag weak signals early and automate safety reporting.

Automated clinical trial management

Digitize CTMS and EDC workflows to streamline recruitment and adaptive monitoring, enabling faster protocol adjustments and stronger data integrity.

Real-time data capturing platforms

Integrate EHR, lab, and device data into unified datasets that are ready for downstream analytics and regulatory submissions.

Regulatory compliance automation

Automate audit preparation and CAPA tracking with built-in validation frameworks that simplify inspections and reduce risk.

AI-based pharma supply chain management

Forecast demand and optimize inventory levels while proactively identifying shortages with predictive models linked to production data.

Predictive analytics for market trends

Spot emerging therapeutic opportunities and track competitor pipelines to inform portfolio strategy and market entry decisions.

Drug repurposing platforms

Mine real-world evidence and omics datasets to identify new indications for existing molecules, lowering development costs and time-to-market.

Personalized medicine platforms

Enable biomarker discovery and therapy matching by combining omics data with clinical records for targeted treatment strategies.

Omics data integration platforms

Connect genomics, proteomics, and metabolomics datasets into a cohesive view, supporting biomarker discovery and disease pathway analysis.

In pharma, AI succeeds when it delivers insights researchers can trust and act on quickly. It’s not about building massive systems upfront but about proving value in one workflow, then scaling responsibly so adoption feels natural and compliance is never in doubt.

Anastasia Ilkevich

Portfolio manager in Healthcare and Pharmaceutical technologies

Agentic AI as the new frontier in pharma

We also develop AI agents as standalone solutions to streamline pharmaceutical processes. These are autonomous, goal-driven systems that can plan, reason, and act with minimal human intervention, unlocking entirely new possibilities:

01/04

Beschleunigte Arzneimittelentdeckung

AI agents explore vast molecular libraries, propose novel compounds with generative models, and refine promising leads, compressing discovery timelines that traditionally take years into months.

02/04

Smarter clinical trials

Agentic systems design adaptive trial protocols, match patients to studies more effectively, and adjust in real time as new data streams in, helping sponsors reduce recruitment delays and trial failures.

03/04

Intelligent workflows

By automating literature reviews, orchestrating lab tasks, and prioritizing experimental pipelines, agentic AI removes manual bottlenecks and allows researchers to dedicate more time to scientific exploration.

04/04

Continuous compliance

AI agents track regulatory changes across FDA, EMA, and ICH guidelines, automate documentation, and proactively flag risks so companies stay inspection‑ready at all times.

Beschleunigte Arzneimittelentdeckung

Smarter clinical trials

Intelligent workflows

Continuous compliance

Our approach to AI consulting for pharma

Our consulting approach is built to deliver measurable results for pharma organizations by combining technical expertise with a deep awareness of industry regulations and scientific realities.

Strategic roadmap & scoping

We’ll team up with you to define project scope, goals, and regulatory considerations. This includes aligning on scientific objectives, understanding the data landscape (from omics to clinical trial data), and establishing milestones that keep drug development programs on track.

Feasibility analysis & cost optimization

We’ll conduct a thorough feasibility check with a focus on scientific rigor, regulatory approval, and ROI. By identifying risks early, optimizing resource allocation, and planning around compliance costs, we maximize both financial and scientific returns.

Kollaborative Partnerschaft

Projects thrive when pharma teams and technology experts work as one. We build open communication into every engagement so that your stakeholders stay aligned, decisions remain transparent, and outcomes are robust enough to withstand scientific and regulatory scrutiny.

Qualitätssicherung

We maintain the highest quality standards through rigorous testing, model validation, bias checks, and traceability protocols required by GxP. Both automated QA and expert engineering review guarantee robustness and reproducibility.

Datensicherheit & Compliance

Your sensitive patient, trial, and research data will be treated with the strictest security standards. Audit‑ready pipelines; HIPAA, GDPR, FDA, and EMA compliance; and ISO 27001 practices — all ensure safe AI adoption without compromising data integrity.

Knowledge transfer & documentation

As a result of our cooperation, your teams will be fully equipped through detailed documentation, validation reports, and training. This makes regulatory reviews smoother and sustains long‑term value from AI initiatives.

Strategic partnerships in pharma AI

We collaborate with leading pharma companies, research institutions, and technology providers to co-develop AI solutions that are both innovative and compliant.

Start your AI journey

Secure a clear, compliance-ready roadmap that validates a high-impact use case and generates measurable outcomes for your stakeholders and teams.

Ausgewählte Erfolgsgeschichten

Explore real-world examples of how we’ve helped pharmaceutical clients cut costs, improve trial efficiency, and discover new therapies.

Warum Innowise als Agentur für Softwareentwicklung wählen

Partnering with Innowise means relying on a team that blends technical excellence with deep pharmaceutical expertise. We help clients avoid costly missteps, accelerate time-to-value, and ensure compliance from day one.

Deep pharma expertise

Work with 50+ specialists experienced in R&D, clinical trials, regulatory submissions, and compliance audits.

Regulatory-first design

Stay aligned with HIPAA, GDPR, FDA, EMA, and GxP standards thanks to validated pipelines, audit-ready documentation, and secure data handling.

Proven delivery model

Leverage our experience from 40+ pharma AI projects where we delivered measurable business outcomes and scientific insights.

End-to-End-Support

From early advisory to custom solution engineering and long-term MLOps, we support every stage of AI adoption.

Flexibles Engagement

Choose from staff augmentation, co-development, or fully outsourced delivery models to match your budget and resource needs.

Was unsere Kunden denken

Explore verified reviews and customer success stories from organizations we support.

Marco Scarpa Technischer Produktmanager Beantech S.r.l

“Es war eine sehr intensive und effektive Zusammenarbeit, alle Entwickler waren auf die Ziele fokussiert und auf alle Technologien vorbereitet, mit denen wir uns auseinandersetzten.”

Branche IT-Services
Teamgröße 6 Spezialisten
Dauer 22+ Monate
Leistungen IoT Entwicklung

Nikolay Orlov CEO KEYtec AG

“Was mich an Innowise am meisten beeindruckt hat, war ihre Fähigkeit, sich an unsere spezifischen Bedürfnisse anzupassen und gleichzeitig strenge Zeitvorgaben einzuhalten. Sie kombinierten einen kundenorientierten Ansatz mit starken Projektmanagement-Fähigkeiten und stellten sicher, dass die Ergebnisse hochqualitativ und pünktlich geliefert wurden.”

Branche Finanzservices
Teamgröße 2 Spezialisten
Dauer 8 Monate
Leistungen IT Managed Services

Gian Luca De Bonis CEO & CTO Enable Development OÜ

“Wir sind beeindruckt von ihrer Flexibilität und ihrer Bereitschaft, Lösungen für herausfordernde Situationen zu finden. Sie haben in jeder Situation aktiv geholfen. Die Bereitschaft des Teams, optimale Ergebnisse zu liefern, sichert den Erfolg der Partnerschaft.”

Branche IT-Beratung
Teamgröße 8 Spezialisten
Dauer 36 Monate
Leistungen Staff Augmentation

FAQ about AI in the pharma industry

AI helps accelerate drug discovery, optimize clinical trials, improve manufacturing efficiency, and strengthen compliance processes. Use cases range from virtual compound screening and biomarker discovery to trial recruitment optimization and pharmacovigilance.

By combining multi-omics data with in silico screening, molecular docking, and generative design, AI reduces discovery cycles from years to months while increasing the likelihood of identifying viable leads.

Yes. We design systems that meet FDA, EMA, HIPAA, GDPR, and GxP requirements through data minimization, explainable models, validation frameworks, and detailed audit trails.

Analysts project the global pharma AI market to grow into the tens of billions of dollars within the next decade, driven by adoption in discovery, trials, pharmacovigilance, and manufacturing.

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Sobald wir Ihre Anfrage erhalten und geprüft haben, melden wir uns bei Ihnen, klären erste Fragen und unterzeichnen bei Bedarf ein NDA, um die Vertraulichkeit zu gewährleisten.

Nach der Analyse Ihrer Ziele, Anforderungen und Erwartungen erstellt unser Team einen Projektvorschlag mit Leistungsumfang, Teamgröße sowie Zeit- und Kostenschätzung.

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Abschließend unterzeichnen wir den Vertrag und starten umgehend mit der Umsetzung Ihres Projekts.

AI consulting for the pharma industry

Our AI development services for pharmaceuticals

Beratung

Use case validation

PoC/MVP development

AI implementation and integration

Custom AI solution development

KI für die Einhaltung gesetzlicher Vorschriften

Areas we help improve with AI

Drug design & discovery

Pharma R&D

Clinical trials optimization

GxP

Clinical intelligence

Manufacturing & supply chain

Pharmacovigilance

Compliance & risk management

Vendor procurement

AI solutions we build for pharma

Pharmacovigilance & drug safety systems

Automated clinical trial management

Real-time data capturing platforms

Regulatory compliance automation

AI-based pharma supply chain management

Predictive analytics for market trends

Drug repurposing platforms

Personalized medicine platforms

Omics data integration platforms

Agentic AI as the new frontier in pharma

Our approach to AI consulting for pharma

Strategic partnerships in pharma AI

Ausgewählte Erfolgsgeschichten

Warum Innowise als Agentur für Softwareentwicklung wählen

Deep pharma expertise

Regulatory-first design

Proven delivery model

End-to-End-Support

Flexibles Engagement

Was unsere Kunden denken

FAQ about AI in the pharma industry

Kontakt aufnehmen

Wie geht es weiter?

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