Illustrative Use Cases

Cases

The following illustrative use cases reflect common challenges we see across healthcare and life sciences organizations. Hover a case to explore the challenge, approach, and results.

AI In Healthcare

Healthcare

Reducing Administrative Burden in a Regional Hospital Network

A regional hospital network partnered with Salunova to reduce administrative workload for clinical staff while improving operational efficiency — without disrupting existing care workflows.

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Challenge Our Approach Results

Clinical teams were spending a growing portion of their time on administrative tasks. Systems were fragmented, and leadership lacked visibility into operational bottlenecks.

→ Manual handling of referrals and clinical documents
→ Limited insight into process performance
→ Increasing workload for nurses and physicians
→ Strong requirements around privacy and compliance

Salunova worked closely with clinical operations and IT teams to identify high-volume processes suitable for automation.

→ AI-assisted document classification for incoming referrals
→ Intelligent routing based on specialty and urgency
→ Automated extraction of key information from unstructured documents
→ A lightweight analytics layer for real-time operational insight

→ Administrative handling time reduced by ~30%
→ Faster referral turnaround
→ Noticeable reduction in manual work for care professionals
→ Improved visibility into operational flow

Clinical staff were able to spend more time on patient care.

Omnichannel Engagement In Pharma

Life Sciences

Building a Compliant Omnichannel Engagement Model

A mid-sized pharmaceutical company worked with Salunova to modernize its commercial model by integrating digital channels into sales — while maintaining strict compliance.

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Challenge Our Approach Results

Sales, marketing, and CRM operated largely in silos. Engagement with healthcare professionals was fragmented and difficult to measure.

→ Limited visibility into HCP engagement
→ Disconnected digital touchpoints
→ No clear link between digital activity and sales effectiveness
→ Strict regulatory requirements

Salunova designed an omnichannel engagement framework built on top of the current CRM environment.

→ Integration of email, web, and virtual events into a single model
→ Customer journey mapping by HCP segment
→ Centralized dashboards showing engagement across channels
→ AI-supported "next best action" recommendations

→ Full visibility of customer engagement across channels
→ More targeted field interactions
→ Higher adoption of digital tools by sales teams
→ Measurable improvement in HCP engagement

Commercial leadership gained a clear, data-driven view of customer relationships.

Data-Driven Decision Making

Healthcare

Turning Disconnected Data into Actionable Insights

A large care provider partnered with Salunova to establish a foundation for data-driven decision making across operations and leadership.

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Challenge Our Approach Results

Although large volumes of data were available, reporting was manual and slow. Decisions were often based on intuition rather than insight.

→ Multiple disconnected data sources
→ Long reporting cycles
→ Limited analytical capabilities
→ Poor alignment between strategy and daily operations

Salunova implemented a centralized data platform connecting operational, financial, and care-related datasets.

→ Automated data pipelines
→ Role-based dashboards for executives and operations teams
→ Predictive analytics for capacity planning
→ Training sessions to improve internal data literacy

→ Reporting time reduced by over 50%
→ Faster and more confident decision-making
→ Improved resource allocation
→ Stronger alignment between strategy and execution

Data became a shared organizational asset.

Digital Transformation Without Disruption

Healthcare

Modernizing Core Processes While Keeping Care Delivery Stable

A healthcare organization engaged Salunova to modernize its digital infrastructure after previous transformation initiatives had failed due to overly ambitious scope.

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Challenge Our Approach Results

Care delivery depended on legacy systems deeply embedded in daily workflows. Staff experienced change fatigue, and leadership was concerned about operational risk.

→ Resistance to large-scale change
→ High dependency on uninterrupted care delivery
→ Low trust in digital initiatives

Salunova introduced a phased transformation model with clear governance and frontline involvement.

→ Small, clearly defined pilots
→ Co-design sessions with frontline staff
→ Gradual replacement of manual steps with digital workflows
→ Continuous feedback loops and change communication

→ Higher adoption of new tools
→ Minimal disruption to care delivery
→ Increased trust in digital initiatives
→ Sustainable transformation momentum

Digital change became an evolution rather than a shock.

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