AI-driven clinical intelligence software development and consulting

We help you consolidate fragmented data and manual workflows into a governed, AI-driven foundation that allows faster, safer, more predictable clinical operations without disrupting your existing systems and processes.

15+

healthcare AI consultants

40+

AI engineers

40+

healthcare AI projects delivered

We help you consolidate fragmented data and manual workflows into a governed, AI-driven foundation that allows faster, safer, more predictable clinical operations without disrupting your existing systems and processes.

15+

healthcare AI consultants

40+

AI engineers

40+

healthcare AI projects delivered

At Innowise, every service is designed to relieve a concrete operational burden, quantify the improvement, and stand up under regulatory scrutiny.

Consulting

Assessing your current data landscape and AI readiness to define a tailored clinical intelligence roadmap. Providing guidance on architecture, process alignment, and technology choices that balance innovation with compliance.

Custom platform development

Designing and developing bespoke clinical intelligence systems that integrate seamlessly with your existing environment. Unifying structured and unstructured data, automating workflows, and supporting end-to-end clinical operations.

System integration

Connecting disparate clinical and research software — EHR, CTMS, EDC, lab information systems, and analytics platforms — to create a unified data ecosystem. Ensuring real-time data exchange and interoperability using secure APIs and standardized protocols.

AI & ML implementation

Building machine learning models for predictive analytics, patient eligibility scoring, adverse event detection, and decision support. Embedding these models into dashboards and operational tools to deliver actionable insights.

Data engineering

Establishing robust pipelines for effective data flow and management across sources. Implementing metadata catalogs, lineage tracking, and quality controls for traceability and reproducibility.

Compliance & security support

Embedding GxP, HIPAA, and GDPR compliance into every solution. Implementing audit trails, encryption, role-based access, and documentation to meet validation and inspection requirements while maintaining patient privacy.

Where clinical intelligence delivers measurable impact

Our clinical intelligence solutions address the bottlenecks that slow studies and strain clinical teams.

  • Clinical research acceleration
  • Data integration
  • Advanced analytics
  • Decision support
  • Workflow optimization
  • Population health insights

Clinical research acceleration (hit discovery, hit-to-lead)

Accelerate discovery through AI-driven analytics that identify promising compounds, predict molecular interactions, and optimize candidate selection. Our solutions reduce experimental cycles by analyzing massive multi-omics and assay datasets, cutting early research timeframes without compromising scientific accuracy.

Data integration

Connect fragmented clinical, research, and operational systems into a unified data fabric. We integrate EHR, CTMS, LIMS, and RWD sources to ensure data consistency and interoperability, establishing the foundation for reliable analytics and evidence-based decisions.

Advanced analytics

Apply statistical modeling, machine learning, and visualization to transform complex data into actionable insights. From trend detection in safety data to adaptive trial monitoring, our analytics frameworks help teams track outcomes and identify optimization opportunities in study design and execution.

Decision support

Embed intelligent assistants and predictive models within your workflows. These tools interpret vast datasets to generate accurate recommendations that guide clinicians and researchers in making timely, data-driven choices, delivering guidance precisely when it’s needed.

Workflow optimization

Streamline processes across clinical development and care delivery. We automate repetitive tasks, such as report generation, data validation, compliance tracking, and more, to increase efficiency, reduce human error, and free experts to focus on analysis and patient care.

Population health insights

Aggregate de-identified clinical and real-world data to reveal population-level patterns. Our AI-powered population analytics uncover high-risk cohorts, support preventive strategies, and inform public health decision-making.

Clinical research acceleration (hit discovery, hit-to-lead)

Accelerate discovery through AI-driven analytics that identify promising compounds, predict molecular interactions, and optimize candidate selection. Our solutions reduce experimental cycles by analyzing massive multi-omics and assay datasets, cutting early research timeframes without compromising scientific accuracy.

Data integration

Connect fragmented clinical, research, and operational systems into a unified data fabric. We integrate EHR, CTMS, LIMS, and RWD sources to ensure data consistency and interoperability, establishing the foundation for reliable analytics and evidence-based decisions.

Advanced analytics

Apply statistical modeling, machine learning, and visualization to transform complex data into actionable insights. From trend detection in safety data to adaptive trial monitoring, our analytics frameworks help teams track outcomes and identify optimization opportunities in study design and execution.

Decision support

Embed intelligent assistants and predictive models within your workflows. These tools interpret vast datasets to generate accurate recommendations that guide clinicians and researchers in making timely, data-driven choices, delivering guidance precisely when it’s needed.

Workflow optimization

Streamline processes across clinical development and care delivery. We automate repetitive tasks, such as report generation, data validation, compliance tracking, and more, to increase efficiency, reduce human error, and free experts to focus on analysis and patient care.

Population health insights

Aggregate de-identified clinical and real-world data to reveal population-level patterns. Our AI-powered population analytics uncover high-risk cohorts, support preventive strategies, and inform public health decision-making.

How we leverage AI

Innowise integrates AI seamlessly into clinical and operational workflows. Our solutions combine automation, predictive intelligence, and explainability, helping you achieve efficiency without compromising safety or compliance.

01/04

Transforming raw data into actionable insights

Applying machine learning to detect anomalies, fill data gaps, and predict outcomes. We ensure each model is aligned with your business objectives.
02/04

Detecting patterns and predicting outcomes

Harnessing advanced AI architectures — from deep learning to ensemble models — to identify correlations and trends across massive datasets. These insights empower teams to make proactive, more informed decisions.
03/04

Supporting evidence-based decision-making

Embedding decision-support modules that translate complex analytics into simple, context-specific recommendations for clinicians and trial operators.
04/04

Reducing manual workload

Using NLP and automation to eliminate repetitive reporting and reconciliation tasks, improving accuracy and freeing your staff for higher-value activities.
01

Transforming raw data into actionable insights

02

Detecting patterns and predicting outcomes

03

Supporting evidence-based decision-making

04

Reducing manual workload

What you gain from clinical intelligence consulting

Our clients experience faster timelines, stronger evidence, and lower overhead, all through smarter data utilization.

Improved care quality

Implement a unified, insight-driven data system that empowers clinicians to act quickly with complete context.

Operational efficiency

Automate repetitive tasks and optimize data flows to increase throughput, minimize human error, and boost overall productivity.

Regulatory compliance

Build audit-ready systems that meet GxP, HIPAA, and GDPR standards. Compliance is engineered into every layer of your digital ecosystem.

Scalable architecture

Create a modular, cloud-ready solution that evolves with your organization — performance and security remaining consistent at all times.

Competitive advantage

Use AI to unlock insights faster and drive innovation, giving your organization a tangible edge in research and patient care delivery.

Clinical intelligence is a strategic shift that redefines how healthcare organizations perceive and act on their data. With AI-enabled intelligence, you can unify clinical and operational ecosystems, align teams around transparent evidence, and turn insight into everyday action. The result is not only faster decisions but a culture of continuous improvement that elevates both research precision and patient outcomes

Portfolio Manager in Healthcare and Medical Technologies
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Google logo. Hays logo. PayPal logo. Siemens logo. Nike logo. Volkswagen logo. LVMH logo.
Google logo. Hays logo. PayPal logo. Siemens logo. Nike logo. Volkswagen logo. LVMH logo.
Nestle logo. Novartis logo. Spotify logo. Aramco logo. Mercedes logo. Costco Wholesale logo.
Nestle logo. Novartis logo. Spotify logo. Aramco logo. Mercedes logo. Costco Wholesale logo.
Shell logo. Accenture logo. NVIDIA logo. SPAR logo. Mastercard logo. CVS Health logo. The Walt Disney logo.
Shell logo. Accenture logo. NVIDIA logo. SPAR logo. Mastercard logo. CVS Health logo. The Walt Disney logo.

Why partner with Innowise

Innowise bridges the gap between scientific expertise and software excellence. Our multidisciplinary teams deliver compliant, high-performance solutions backed by real-world healthcare and pharma experience.

Proven life sciences expertise
18+ years in IT services with a specialized life sciences and healthcare division combining data engineers, AI/ML specialists, and certified compliance professionals.
Interdisciplinary collaboration
Cross-functional teams of software developers and domain experts co-develop tailored solutions in direct collaboration with your R&D or clinical departments.
End-to-end delivery capability
From strategy to deployment and support, we manage the full software lifecycle with consistent documentation, validation, and change control.
Regulatory and security assurance
All solutions adhere to global regulatory frameworks and are developed under ISO 9001 and ISO 27001-certified quality management systems.
Proven outcomes
We have delivered over 1600+ successful projects, achieving up to 85% reduction in candidate pools and 30% shorter cycle times in pharma and healthcare initiatives.
ISO 13485
ISO 9001
ISO 27001
HIPPA COMPLIANT
GDPR
InterSystems Implementation Partner

What our customers think

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

Marco Scarpa Technical Product Manager Beantech S.r.l
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“It was a very intense and effective collaboration, all the developers were focused on the goals and prepared about all the technologies we cover.”

  • Industry IT services
  • Team size 6 specialists
  • Duration 22+ months
  • Services IoT development
Nikolay Orlov CEO KEYtec AG
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“What I found most impressive about Innowise was their ability to adapt to our specific needs while maintaining strict timelines. They combined a customer-centric approach with strong project management skills, ensuring that deliverables were of high quality and on time.”

  • Industry Financial services
  • Team size 2 specialists
  • Duration 8 months
  • Services IT managed services
Gian Luca De Bonis CEO & CTO Enable Development OÜ
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“We are impressed with their flexibility and willingness to find solutions for challenging situations. They actively assisted in every kind of situation. The team's willingness to deliver optimal results ensures the partnership's success.”

  • Industry IT consulting
  • Team size 8 specialists
  • Duration 36 months
  • Services Staff augmentation

FAQ

Clinical intelligence is the practice of transforming clinical, research, and operational data into actionable insights that improve outcomes. It combines data analytics and AI technologies to help healthcare and research teams detect patterns and optimize workflows in real time.

Our focus is on service‐led transformation: we assess your current systems, build custom solutions (not one-size platforms), integrate existing infrastructure (EHRs, CTMS, LIMS, RWD), and embed AI/ML models and workflows in your own environment. The outcome is not a boxed product but a tailored, scalable intelligence capability that aligns with your operations and governance.

Large medical organizations, multi-site health systems and CROs that operate complex workflows, manage high volumes of clinical or trial data, require regulatory compliance or aim to accelerate research or improve care delivery. If your operation involves multiple systems, siloes of data, or manual processes that hold back speed or insight, you are a good fit.

Common scenarios include accelerating early‐stage research (hit discovery, hit-to-lead), integrating fragmented data systems, applying advanced analytics for prediction and optimisation, embedding decision support for clinicians and researchers, automating workflow tasks, and deriving population-level insights from real world data. Benefits include faster study cycles, improved data confidence, better resource utilization, and stronger compliance posture.

While timelines vary by scope, we typically begin demonstrating measurable value within 8 to 12 weeks through focused pilots (for example: data integration + model deployment + dashboarding). From there we scale to full operational deployment. Early wins help build momentum and justify the broader roadmap.

Our consulting embeds governance, audit-trail, role‐based access, encryption, metadata and lineage from day one. Solutions align with GxP, HIPAA, GDPR and other relevant frameworks. Each program includes documentation, validation deliverables and change control processes so your intelligence solution is inspection-ready and aligned to your QMS.

Key challenges include data fragmentation, inconsistent terminology or format, model bias or lack of transparency, integration with existing workflows without disruption, and ensuring clinician/researcher adoption. We mitigate these through strong onboarding, modular pilots, governance frameworks, and ongoing model monitoring and validation.

Success is measured using operational KPIs tied to your specific objectives — e.g., reduction in trial startup time, increased patient recruitment rate, number of automated reports versus manual, improved data quality scores, or insights per researcher hour. Standard metrics and dashboards are defined during the consulting phase so progress is visible and measurable.

We start with a briefing and discovery session to assess your current state (data, systems, workflows, governance). We then define a feasible pilot use case, agree deliverables and success metrics, and begin a phased engagement. The objective is to produce a proof-of-value quickly, then scale to organization-wide adoption.

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