AI fumbles without good data and context. Our Contextual Intelligence empowers pharma with critical HCP- and market-specific context. We bridge the gap between data lakes and execution-ready insights with two deep, proprietary datasets and sophisticated AI to ensure your teams operate with precision. Whether a rep is walking into a clinic or a digital ad appears in an EHR, the touchpoint is grounded in the same intelligence.
Contextual intelligence means we know what an HCP cares about, how they behave, and when they need information. Our system predicts the most effective path for engagement: this oncologist prefers efficacy data on an endemic site, or this neurologist will likely open an unbranded email. Our data ensures field and digital always act on live, high-value insights.
Over 100M+ live behavioral signals across 7M+ NPIs pinpoint specific channel, vendor, format, and message preferences for each HCP. Instead of fragmented, historical data, we eliminate static demographic guesswork so your brand reaches the right audience today, exactly where and how it’s most likely to resonate.
Leverage 12+ years of Aktana’s life sciences expertise as your field intelligence layer. With 100M+ validated field signals, 5,000+ proven tactics, and 85+ use cases, this grounds every AI-driven action in real-world success. This empowers you with ready-to-use blueprints that boost tactic effectiveness and accelerate impact.
Our system learns continuously and optimizes for both long-term goals and short-term opportunities. For example, our engine optimizes tactics automatically and shifts budget to high-performing channels mid-flight to maximize ROI, and NBA suggestions prioritize for factors like urgency, HCP value, and resource constraints.
The engine continuously aggregates complex, real-world data from fragmented sources, including live claims, lab results, EHR data, digital behavior tracking, and more. This creates a holistic, real-time foundation of clinical intent and market dynamics, without relying on outdated target lists and static source intel.
Advanced machine learning algorithms cross-reference these incoming signals against our proprietary database of over 7M NPI-level profiles. The AI evaluates individual affinities, past engagement history, and current brand strategy to understand exactly what the HCP cares about and why they need information.
Based on this deep contextual understanding, the system predicts the most effective engagement pathway. It formulates hyper-personalized Next-Best-Action sequences with the exact channel, optimal message format, and ideal timing required to capture the provider’s attention, activate, and drive behavior change.
The platform autonomously deploys these tailored campaigns across your optimal channel and tactical mix, using integrations with 75,000+ digital publishers and endemic sites. Simultaneously, it pushes context-rich nudges directly into existing CRM workflows, ensuring alignment between sales and digital.
The engine continuously monitors NPI-level touchpoints and tracks resulting script lift in real time. By feeding this performance data back into the system, the AI autonomously refines target segments, eliminates wasted media spend, accounts for rep feedback, and adapts your ongoing strategy mid-flight.
Agentic AI autonomously processes data to execute and optimize campaigns in real time. As commercial teams shift to a more precise, autonomous future, competitiveness and brand visibility depend on the data and context feeding AI systems. Our system blends traditional and agentic AI applications, with proprietary datasets that provide the exact context to orchestrate effectively and win Share of Answer.
AI analyzes live affinity signals and real-world signals of intent to autonomously refine digital and field sequences, driving personalized cross-channel HCP engagement at scale.
Insights operationalized directly inside CRM workflows, shifting teams from static planning to coordinated, real-time action to unify digital and field.
Machine learning evolves in real time based on live engagement and market shifts, for precise targeting, adaptive execution, and prioritization based on your strategy, goals, and constraints.
Our Affinity Intelligence and Knowledge Nexus merge customer signals, field activity, and digital behavior into pharma’s most holistic intelligence layer for unmatched precision and coordination.
Context-aware, continuously learning AI is key for sustained impact. We’ve embedded these lessons into our platform to empower our clients as strategies, tech, and markets evolve.
Agentic AI is here. Learn how a multi-agent system leverages a deep knowledge base to continuously refine its recommendations, rapidly learning what strategies succeed or fail.
This article highlights the value of cross-functional AI systems for pharma that solve multiple challenges at once, instead of piecemeal solutions that are challenging to scale and that can perpetuate silos.
Our models leverage our prioritary affinity data and Knowledge Nexus containing. Client data remains securely siloed and is never used to train generalized models, ensuring your proprietary commercial strategies remain entirely confidential.
Agentic AI executes tasks autonomously but strictly within pre-defined, compliance-approved business rules. The system only utilizes MLR-approved content and orchestrates delivery based on verifiable, privacy-safe HCP affinity data, ensuring every engagement is both highly relevant and regulatory-compliant.
We deploy unified data services that continuously ingest live clinical signals like claims, lab inputs, EHR data, and digital touchpoints. This intelligence is translated directly into 1:1 HCP journeys, which include actionable Next-Best-Action nudges embedded within daily rep workflows. This includes context for the rep on the HCP’s recent journey and erases silos between field and brand teams.
Yes. We eliminate the “black box” effect by utilizing explainable AI that provides reps with the exact context and rationale behind every recommendation. Providing transparent insights—such as a recent high-intent digital search—builds trust and drives brand strategy adherence up by over 20%.
No. Our headless Model Context Protocol (MCP) and extensive, pre-built API integrations connect seamlessly to over 75,000 digital publishers and your existing CRM and CMS platforms. This platform-agnostic approach eliminates vendor fragmentation, giving you deep intelligence without disrupting your current marketing technology stack.
