AI That Acts Across
    Your Entire Pharma Stack

    We don't just surface insights — we deploy AI agents that execute workflows, coordinate across systems, and make your pharma operations continuously smarter without human hand-offs.

    Agentic AI pharma operations visualization

    Meet Your Pharma
    AI Agent Team

    Four purpose-built agent types — each designed for a specific pharma operations function, each able to work together across your connected systems.

    🤖Commercial

    Commercial Intelligence Agent

    Continuously monitors prescriber behavior, territory performance, and market signals — triggering proactive CRM updates, call recommendations, and field alerts automatically.

    • Prescriber Rx trend monitoring and drop-off detection
    • HCP engagement scoring and next-best-action generation
    • Territory shift alerts and realignment recommendations
    • Automated CRM record updates from external data feeds
    • Field coach dashboards with AI-generated talking points
    🏥Patient Access

    SP/HUB Access Agent

    Orchestrates specialty pharmacy and hub operations — routing cases, tracking PA/BV status, flagging stalled workflows, and ensuring every patient moves through the access funnel without manual oversight.

    • Case routing and priority escalation based on configurable rules
    • PA/BV status tracking with exception-handling automation
    • Start-to-fill milestone monitoring with alert triggers
    • Automated follow-up sequencing with SP and hub partners
    • Real-time access operations dashboard with agent activity log
    📊Patient Analytics

    Patient Journey Agent

    Monitors adherence, persistence, and drop-off patterns across the patient journey — surfacing risk signals to commercial and access teams before patients disengage from therapy.

    • Adherence and persistence monitoring across therapy cohorts
    • Predictive drop-off modeling with intervention recommendations
    • Provider-level behavior analysis and prescribing pattern shifts
    • Patient journey segmentation and milestone tracking
    • Automated insight narratives for clinical and access leadership
    🔗Data Ops

    Data Operations Agent

    Keeps your data ecosystem clean, current, and connected — running MDM validations, triggering reconciliation workflows, detecting anomalies, and maintaining the data quality your other agents depend on.

    • Continuous MDM validation and deduplication monitoring
    • Cross-system reconciliation between CRM, SP, HUB, and warehouse
    • Data quality anomaly detection with automated remediation
    • Pipeline health monitoring and failure recovery workflows
    • Audit trail generation for compliance and governance

    How the Agents
    Work Together

    Each agent has read/write access to connected systems and can trigger actions in other agents — creating a self-coordinating operations layer across your entire pharma data stack.
    📥
    Data Sources
    IQVIA · SP · CRM
    🧹
    MDM Layer
    Clean · Unify
    🤖
    Agent Hub
    Orchestration
    Actions
    CRM · Alerts
    📊
    Dashboards
    Exec · Field
    🔁
    Feedback Loop
    Continuous

    AI in Action Across
    Pharma Operations

    USE CASE 01

    Territory Realignment Detection

    Agent detects prescriber migration patterns and auto-generates territory realignment recommendations before the next planning cycle.

    USE CASE 02

    PA Exception Escalation

    When a PA case exceeds threshold without approval, the agent reroutes the case, notifies the hub, and logs the escalation automatically.

    USE CASE 03

    Adherence Drop-Off Alert

    Agent identifies cohorts showing early persistence decline, alerts the field team, and generates patient-level intervention talking points.

    USE CASE 04

    Co-Pay Fraud Detection

    Continuous monitoring of pharmacy-level patterns flags anomalies in co-pay card redemptions — automatically generating audit reports.

    USE CASE 05

    Executive KPI Narrative

    Every Monday, the agent compiles a natural language executive briefing across brand, sales, access, and patient KPIs — ready before leadership arrives.

    USE CASE 06

    HCP Engagement Scoring

    Real-time scoring of HCP engagement across call activity, Rx trends, and payer dynamics — surfaces highest-opportunity targets each morning.

    Built on Enterprise-Grade
    AI Infrastructure

    Agentforce
    Salesforce agent layer
    🧠
    Claude / GPT-4
    LLM reasoning core
    ❄️
    Snowflake
    AI-ready data warehouse
    🔄
    Apache Airflow
    Workflow orchestration
    🔧
    dbt
    Data transformation
    📡
    MuleSoft
    API & integration layer
    🐍
    Python
    Agent & pipeline code
    ☁️
    AWS / Azure
    Cloud infrastructure

    Ready to See Agentic AI
    in Your Pharma Environment?

    Book a live demo — we'll show you exactly how our agents work within your current Salesforce and data stack.