From data to action for
COMMERCIAL PHARMA INDUSTRY

An AI-powered platform built around the business user
- no code, no consultants, no missed opportunities.

Schedule Demo Watch Video
Marketing mix Agent

Purpose: Optimize Promotional Investments with Always-On MMM

IDEAL USER PROFILES

  • Marketing & Brand Leaders
  • Omnichannel Optimization Teams
  • Commercial Effectiveness Groups

USE-CASES & SAMPLE QUESTIONS

Use-Case 1: Channel ROI Measurement
  • “Which channels delivered the highest ROI last quarter?”
  • “How effective were speaker programs vs rep calls?”
  • “What’s the digital engagement return vs cost?”
Use-Case 2: Budget Optimization
  • “Where should we reallocate next quarter’s spend?”
  • “What’s the marginal ROI of adding more speaker programs?”
  • “How can I maximize $5M marketing budget by region?”
Use-Case 3: Forecasting & Simulation
  • “What will ROI look like if we double digital investment?”
  • “How will reducing rep calls affect conversions?”
  • “Which region offers best incremental return on promotion?”
Marketing Mix Agent

WHY ORCANA IS THE BEST

RELIABILITY

Off-the-Shelf (IQVIA MMM, Databricks Pipelines)

Orcana Advantage

Quarterly/annual updates

Continuous MMM refresh from new data feeds

DOMAIN FIT

Off-the-Shelf (IQVIA MMM, Databricks Pipelines)

Orcana Advantage

Generic media inputs

Includes rep calls, speaker events, digital touches

EXPLAINABILITY

Off-the-Shelf (IQVIA MMM, Databricks Pipelines)

Orcana Advantage

Black-box regression

Transparent ROI curves with clear levers

ACTIONABILITY

Off-the-Shelf (IQVIA MMM, Databricks Pipelines)

Orcana Advantage

PowerPoint output

Budget shift recommendations + scenario modeling

ADOPTION

Off-the-Shelf (IQVIA MMM, Databricks Pipelines)

Orcana Advantage

Consulting bottleneck

Self-serve & real-time for brand teams

Microsegmentation

Purpose: Intelligent Audience Segmentation for Targeting & Personalization

IDEAL USER PROFILES

  • Brand Managers / Marketing Analytics Teams
  • Customer Engagement & Omnichannel Leads
  • Field Planning & Targeting Teams

USE-CASES & SAMPLE QUESTIONS

Use-Case 1: HCP Segmentation
  • “Which HCPs have high initiation but low adherence?”
  • “Who responds best to peer-to-peer programs?”
  • “What are the behavioral patterns of top prescribers?”
Use-Case 2: Hospital & Account Clustering
  • “Which hospitals serve similar patient cohorts?”
  • “How can we cluster accounts based on access dynamics?”
  • “Where are our top-performing facilities by adherence?”
Use-Case 3: Campaign Personalization
  • “Which segments should receive digital reminders?”
  • “Where should we deploy speaker programs for max impact?”
  • “Which HCP cluster is most likely to adopt after access wins?”
Microsegmentation Agent

WHY ORCANA IS THE BEST

CATEGORY

Off-the-Shelf (IQVIA, McKinsey, Databricks)

Orcana Advantage

One-time clustering, no QA

Continuous, auto-validated segmentation refresh

DOMAIN FIT

Off-the-Shelf (IQVIA, McKinsey, Databricks)

Orcana Advantage

Generic demographic inputs

Uses claims, access, specialty mix, patient volume

EXPLAINABILITY

Off-the-Shelf (IQVIA, McKinsey, Databricks)

Orcana Advantage

“Cluster 1 / Cluster 2”

Human-readable segments (e.g., “High-initiation, low-adherence Oncologists”)

ACTIONABILITY

Off-the-Shelf (IQVIA, McKinsey, Databricks)

Orcana Advantage

PowerPoint output only

Directly feeds GTM and campaign planning

ADOPTION

Off-the-Shelf (IQVIA, McKinsey, Databricks)

Orcana Advantage

Data-science heavy

Business-friendly interface, automated storytelling

Causal inference Agent

Purpose: Quantify True Impact of Commercial Events

IDEAL USER PROFILES

  • Brand Strategy & Insights Teams
  • Market Access & Competitive Intelligence Leaders
  • Commercial Data Science Groups

USE-CASES & SAMPLE QUESTIONS

Use-Case 1: Competitive Event Impact
  • “Did Competitor X launch affect our share?”
  • “How did access changes in Q3 shift market volume?”
  • “Did payer policy updates impact initiation trends?”
Use-Case 2: Campaign Evaluation
  • “What was the causal lift of our speaker program series?”
  • “Did rep frequency increase adherence?”
  • “What’s the effect of our digital campaign on new starts?”
Use-Case 3: Market Access & Policy Assessment
  • “What’s the ROI of recent formulary wins?”
  • “Did policy updates create geographic disparities?”
  • “Which accounts show the highest access-related sensitivity?”
Causal Inference Agent

WHY ORCANA IS THE BEST

CATEGORY

Off-the-Shelf (Databricks Causal Libs, Consulting)

Orcana Advantage

Inconsistent manual modeling

Automated, validated causal frameworks

RELIABILITY

Off-the-Shelf (Databricks Causal Libs, Consulting)

Orcana Advantage

Inconsistent manual modeling

Automated, validated causal frameworks

DOMAIN FIT

Off-the-Shelf (Databricks Causal Libs, Consulting)

Orcana Advantage

Ignores pharma confounders

Models payer mix, lag, territory variance

EXPLAINABILITY

Off-the-Shelf (Databricks Causal Libs, Consulting)

Orcana Advantage

Technical metrics only

Plain-English attribution summaries

ACTIONABILITY

Off-the-Shelf (Databricks Causal Libs, Consulting)

Orcana Advantage

Static reports

Real-time impact quantification

ADOPTION

Off-the-Shelf (Databricks Causal Libs, Consulting)

Orcana Advantage

Niche data-science users

Designed for brand + leadership decisions

Ad hoc analytics Agent

Purpose: Instant Analytics Exploration via Natural Language

IDEAL USER PROFILES

  • Brand Managers & Commercial Analytics Leads
  • Business Analysts
  • Sales Operations Managers

USE-CASES & SAMPLE QUESTIONS

Use-Case 1: Performance Reporting
  • “How are sales trending vs. plan for Q3 by product?”
  • “Which regions are lagging behind in prescription growth?”
  • “What’s the YTD variance by service line?”
Use-Case 2: Root Cause & Variance Analysis
  • “What’s driving the drop in patient initiations this month?”
  • “Is the revenue shortfall due to price or volume?”
  • “Which segments are underperforming after our campaign?”
Use-Case 3: Custom KPI Exploration
  • “Show share growth among top 20 community oncologists.”
  • “Which hospitals saw the biggest new patient spike last week?”
  • “What’s my ROI trend by channel over the last quarter?”
IndeSights Agent

WHY ORCANA IS THE BEST

CATEGORY

Off-the-Shelf (Snowflake Copilot, Databricks, Tableau Pulse)

Orcana Advantage

Code-gen SQL → brittle & error-prone

Validated pipelines ensure consistency

RELIABILITY

Off-the-Shelf (Snowflake Copilot, Databricks, Tableau Pulse)

Orcana Advantage

Code-gen SQL → brittle & error-prone

Validated pipelines ensure consistency

DOMAIN FIT

Off-the-Shelf (Snowflake Copilot, Databricks, Tableau Pulse)

Orcana Advantage

Generic query templates

Understands pharma schemas (HCP → hospital → claims)

EXPLAINABILITY

Off-the-Shelf (Snowflake Copilot, Databricks, Tableau Pulse)

Orcana Advantage

Raw query output only

Includes SQL lineage + narrative summary

ACTIONABILITY

Off-the-Shelf (Snowflake Copilot, Databricks, Tableau Pulse)

Orcana Advantage

One-off queries

Converts results into repeatable dashboards

ADOPTION

Off-the-Shelf (Snowflake Copilot, Databricks, Tableau Pulse)

Orcana Advantage

Analysts only

Built for business users with auditability

Anomaly detection Agent

Purpose: Proactive Detection of Data & Business Irregularities

IDEAL USER PROFILES

  • Data Science & Commercial Analytics Teams
  • Market Access & Brand Leads
  • Sales Ops and Performance Reporting Teams

USE-CASES & SAMPLE QUESTIONS

Use-Case 1: Data Quality & Feed Integrity
  • “Are there missing claims from any major hospital accounts?”
  • “Which data sources have stopped updating this week?”
  • “Is there a lag in new prescription feeds?”
Use-Case 2: Market Performance Monitoring
  • “Why did patient initiations drop 20% in the Northeast?”
  • “Which markets show unexpected share losses?”
  • “Are there outliers in new starts or adherence metrics?”
Use-Case 3: Early Risk Detection
  • “Are formulary changes affecting access?”
  • “Which HCP segments show declining engagement?”
  • “Can I identify leading indicators of performance dip?”
Anomaly Detection Agent

WHY ORCANA IS THE BEST

CATEGORY

Off-the-Shelf (Databricks MLflow, Salesforce, Azure)

Orcana Advantage

Flags surface noise

Dual-layer detection (data + business anomalies)

RELIABILITY

Off-the-Shelf (Databricks MLflow, Salesforce, Azure)

Orcana Advantage

Flags surface noise

Dual-layer detection (data + business anomalies)

DOMAIN FIT

Off-the-Shelf (Databricks MLflow, Salesforce, Azure)

Orcana Advantage

Generic time-series models

Tailored for pharma workflows & lagged claims

EXPLAINABILITY

Off-the-Shelf (Databricks MLflow, Salesforce, Azure)

Orcana Advantage

Alerts without context

Shows causal linkage to KPIs

ACTIONABILITY

Off-the-Shelf (Databricks MLflow, Salesforce, Azure)

Orcana Advantage

Reactive after loss

Proactive early-warning system

ADOPTION

Off-the-Shelf (Databricks MLflow, Salesforce, Azure)

Orcana Advantage

Low (false positives)

High trust via precision & interpretability

Rep Buddy

Purpose: Field Intelligence & Territory Optimization

IDEAL USER PROFILES

  • Sales Representatives (Oncology, Rare Disease, Specialty)
  • District & Regional Sales Managers
  • Commercial Operations / Field Excellence Leaders

USE-CASES & SAMPLE QUESTIONS

Use-Case 1: Prioritize Physicians for Weekly Calls
  • “Which 10 physicians in my territory are most likely to drive incremental initiations?”
  • “Which HCPs are trending upward in patient initiations?”
  • “Who has shown competitive switching behavior recently?”
Use-Case 2: Pre-Call Insights & Preparation
  • “What’s Dr. Chen’s recent prescribing trend post speaker event?”
  • “Did Dr. Patel gain new access tier approvals?”
  • “Which HCPs are due for follow-up based on formulary changes?”
Use-Case 3: Measure Call Effectiveness
  • “Which of my calls last week led to increased initiations?”
  • “What’s my average follow-up gap across top-tier HCPs?”
  • “Did my last event drive engagement across target accounts?”
Repbuddy Agent

WHY ORCANA IS THE BEST

CATEGORY

Off-the-Shelf Tools (Veeva, Salesforce, IQVIA)

Orcana Advantage

Rules-based triggers; often generic

Deterministic agentic logic trained on real rep workflows

RELIABILITY

Off-the-Shelf Tools (Veeva, Salesforce, IQVIA)

Orcana Advantage

Rules-based triggers; often generic

Deterministic agentic logic trained on real rep workflows

DOMAIN FIT

Off-the-Shelf Tools (Veeva, Salesforce, IQVIA)

Orcana Advantage

One-size-fits-all CRM logic

Deeply tuned for pharma field dynamics (formulary wins, access tiers)

EXPLAINABILITY

Off-the-Shelf Tools (Veeva, Salesforce, IQVIA)

Orcana Advantage

Black-box “suggestions”

Every recommendation includes why it matters

ACTIONABILITY

Off-the-Shelf Tools (Veeva, Salesforce, IQVIA)

Orcana Advantage

Manual call lists

Contextual next steps with reason + timing

ADOPTION

Off-the-Shelf Tools (Veeva, Salesforce, IQVIA)

Orcana Advantage

Low rep trust

Proven POC adoption (15–20% targeting lift)