--- title: "Doceree Dialogue Ep 6: How Real-Time HCP Intelligence Is Transforming Patient Care" description: Real-time HCP intelligence, sentiment-led data, and GenAI are reshaping engagement and accelerating patient care. Insights from Ritesh Patel and Badal Shah. image: https://blog.doceree.com/hubfs/doceree-dialogue-episode-6-hcp-communication-banner.jpg --- [Now Live Daily Command is live Explore](https://doceree.com/daily-command/launch) [![Doceree](https://doceree.com/images/doceree-logo.svg)](https://doceree.com/) [Agencies](https://doceree.com/agencies) [Publishers](https://doceree.com/publishers) [EHR](https://doceree.com/ehr) [Hospital & health system](https://doceree.com/health-system) [Schedule a demo](https://doceree.com/contact#form) Solutions [Agencies](https://doceree.com/) [Publishers](https://doceree.com/publishers) [EHR](https://doceree.com/ehr) [Hospital & health system](https://doceree.com/health-system) Channels [![ABM](https://doceree.com/images/logos%20for%20cards/abm.svg)](https://doceree.com/channels/abm) [![Programmatic](https://doceree.com/images/runs/channels/programmatic.svg)](https://doceree.com/channels/programmatic) [![POC](https://doceree.com/images/runs/channels/poc.svg)](https://doceree.com/channels/ehr) [![DOOH](https://doceree.com/images/runs/channels/dooh-cis.png)](https://doceree.com/channels/dooh-powered-by-clinical-intent-signals) [![Email](https://doceree.com/images/runs/channels/email.svg)](https://doceree.com/channels/email) [![SMS](https://doceree.com/images/runs/channels/sms.svg)](https://doceree.com/channels/sms) [![RepTwin](https://doceree.com/images/logos%20for%20cards/reptwin.svg)](https://doceree.com/channels/reptwin) Solutions [![Marketplace](https://doceree.com/images/logos%20for%20cards/marketplace.svg)](https://doceree.com/marketplace) [![Co-pay.com](https://doceree.com/images/logos%20for%20cards/copay.com.svg)](https://doceree.com/channels/co-pay) [![NEXT](https://doceree.com/images/logos%20for%20cards/next.svg)](https://doceree.com/channels/next) Insights [Blogs](https://blog.doceree.com/) [Events](https://blog.doceree.com/events) [Media](https://info.doceree.com/media) [White paper](https://info.doceree.com/white-papers) [Case Studies](https://info.doceree.com/case-studies) [Ai Health 25](https://doceree.com/ai-health-25) [Health Decode](https://doceree.com/health-decode) About [Our Story](https://doceree.com/our-story) [Our Technology](https://doceree.com/technology) [Careers](https://doceree.com/careers) [Contact us](https://doceree.com/contact) [Exchange Login](https://exchange.doceree.com/login) [Schedule a demo](https://doceree.com/contact#form) [Available on Daily command](https://doceree.com/daily-command) ![Doceree Dialogue Episode 6 featuring Badal Shah and Ritesh Patel discussing personalizing HCP communication at scale.](https://blog.doceree.com/hubfs/doceree-dialogue-episode-6-hcp-communication-banner.jpg) [Home](https://blog.doceree.com/) > [Doceree Dialogue](https://blog.doceree.com/tag/doceree-dialogue) Share [facebook-f icon](http://www.facebook.com/share.php?u=https://blog.doceree.com/doceree-dialogue-e6-real-time-hcp-intelligence) [linkedin-in icon](http://www.linkedin.com/shareArticle?mini=true&url=https://blog.doceree.com/doceree-dialogue-e6-real-time-hcp-intelligence) [twitter icon](https://twitter.com/intent/tweet?url=https://blog.doceree.com/doceree-dialogue-e6-real-time-hcp-intelligence) [pinterest-p icon](http://pinterest.com/pin/create/link/?url=https://blog.doceree.com/doceree-dialogue-e6-real-time-hcp-intelligence) [envelope icon](mailto:?body=https://blog.doceree.com/doceree-dialogue-e6-real-time-hcp-intelligence) # Doceree Dialogue Episode 6: How Real-Time HCP Intelligence Is Transforming Patient Care November 28, 2025 Author: [Doceree](https://blog.doceree.com/author/doceree) 3 minute read In the latest episode of [**Doceree Dialogue**](https://blog.doceree.com/event-doceree-dialogue-healthcare-marketing-podcast), Ritesh Patel sits down with **Badal Shah**, President and Founder, Neolytica, part of the QPharma Group. What unfolded was an eye-opening conversation about the hidden signals HCPs leave behind, the power of sentiment-led data, and how GenAI can finally make personalization scalable — not superficial.  ## **Seeing the Data Behind the Dialogue** Badal opens with a simple but startling insight:  *“On an average, a human being is downloading around 74 GB of data in a single day.”*  He jokes that this is like *“listening to Baby Shark 20,000 times,”* but the point is serious — with so much noise consuming every individual, healthcare professionals are no exception. And yet, pharma still often approaches them with one-size-fits-all messaging.  HCPs are constantly expressing what they care about: through conferences, podcasts, medical forums, niche oncology platforms, and thousands of digital spaces. As Badal puts it: *“They’re giving signs. They’re telling us what they like, what they don’t like.”*  Neolytica’s approach? Go where traditional listening tools won’t. That means going beyond Twitter and YouTube, scraping or manually collecting insights from specialized clinical platforms — even when APIs don’t exist.  They then layer human expertise on top:  **350 medical experts** annotating sentiment, context, and meaning — a foundation that now trains their GenAI engine to automate 80% of analysis with **95% confidence**.  ## **The Missing Link: Personalization That Actually Means Something**  Both agree that the opportunity isn’t just identifying the right HCPs — it’s crafting the right content.  But personalization is notoriously hard in medical, legal, and regulatory environments.  Badal’s view: *“Customization makes a huge difference… It has to be aligned to your messaging, and it must be explainable.”*  So Neolytica creates “buckets” of conversation themes and assigns HCPs to them dynamically. For field teams, they’ve launched **Next Best Dialogue** — a tool that gives MSLs and TLLs fully personalized talking points driven by real concerns and real conversations.  The result? *“Engagement increase was almost 78%... from 2–3% before.”*    Not small gains. Transformational ones.  ## **The Access Challenge - and Why GenAI Might Finally Bridge It** Ritesh points to a major market reality:  Today, **50–60% of hospitals are “do not call”**. Reps can’t get in. Doctors still need information — but the door is shut.  Badal highlights an even more alarming stat:  *“Only 14% of HCPs feel pharma gives them the right information.”*  They’re overwhelmed, misaligned, or simply ignored.  This is where both see a path forward: AI-driven, on-demand, contextual support at the moment an HCP needs it.  Ritesh shares:  *“We announced an agentic AI live rep — it engages HCPs you’ll never talk to because you don’t have the manpower.”*  Badal sees it as transformational:  *“You can now knock on the doors of do-not-disturb places. They’re not shutting the door because they don’t need information — they’re overwhelmed.”*  Imagine a world where an HCP wonders about pediatric dosing while inside the EHR and can get an answer instantly — without a rep, without a meeting, without friction.  Ritesh adds:  *“Trigger the message at that contextual time… If they need dosing info, they can just ask the agent right there.”*  ## **Rare Disease: Where Real-Time Insight Could Save Years**  For Badal, the biggest impact lies in rare diseases — where patient journeys often span 2–3 years and require **7–8 touchpoints** before an accurate diagnosis.  Patients get the wrong treatment, feel worse, switch physicians, and lose time they can’t afford to lose.  Badal believes GenAI can radically compress that timeline:  *“If we can reduce rare disease diagnosis from two years to one year — that changes lives.”*  But this requires identifying the real gatekeepers — often not specialists, but internists and family physicians who may overlook subtle cues. Educating those gatekeepers through timely, personalized messages could close the gap.  ## **Looking Ahead: The Next 18 Months** Ritesh asks Badal for one prediction:  *“What could revolutionize how we engage doctors in the next 18 months?”*  Badal’s answer points to a patient-first vision:  *“Personalized content and communication… so your clinical trials go from 12–15 years to five. Because the biggest time saver is finding the patients.”*  He hints at Neolytica’s next phase — combining new, real-time data signals beyond traditional claims datasets. Data that reflects *today*, not last quarter.  ## **Closing Thoughts**  > This episode surfaces a simple but powerful truth:  > **We already have the signals. What we’ve needed is the right intelligence to interpret and act on them in real time.**  With dynamic sentiment data, explainable GenAI, contextual triggers, and AI-powered engagement, the gap between insight and action is closing — fast.  And if this ecosystem comes together, as Badal notes:  *“At the end of the day, we are all working for patient care.”*  The opportunity is bigger than better marketing. It’s better outcomes — delivered faster.    [All posts](https://blog.doceree.com/all) ### Leave a Comment ![Doceree](https://doceree.com/images/doceree-logo.svg) Doceree is the connected infrastructure beneath healthcare commercialization, linking every clinical signal, decision, and channel to the outcomes that matter. 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