Commercial Operations
Enhancing efficiency &
Commercialization success
Combined with our deep domain understanding, execution experience and AI enabled solutions portfolio, we help pharma industry's Commercial leaders to take a stride forward in executing commercial strategies and drive growth in ever dynamic markets.
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AI-powered insights to refine commercial strategies
Amplify market access and drive meaningful HCP interactions.
Pharma Commercial Operations face numerous challenges including stringent regulatory compliance, stiff competition, supply chains, and many more. Our approach to successful Commercial operations support is to build AI ready, discoverable and accessible Data Products that are presented to domain specific stakeholders as a Data products catalog to directly consume and perform advanced data analytics to derive insights.
We help organizations to gain competitive advantage with our deep domain understanding, data analytical capabilities and AI enabled solutions to derive insights from in-house generated and acquired datasets, improve field force effectiveness, amplify market access, address critical supply chain challenges and strategic HCP engagement.
Commercial Operations O2
Launch with confidence. Grow with clarity.
Commercial success today depends on how quickly insight turns into action. We help commercial teams see the market clearly. We bridge the gap between raw market signals and field-force action, so your brand doesn’t just enter the market, it leads it.
Highlights
Circulants Navigator
AI Powered Customer Segmentation Solution
Circulants leverages advanced machine learning algorithms to group customers based on behavior, preferences, and engagement patterns rather than static demographics.
It enables dynamic, real-time segmentation, helping organizations identify high-value segments and tailor interactions with precision. This results in more personalized engagement strategies, improved campaign effectiveness, and higher ROI across commercial operations.
Analysis
Access Score
Analysis
Engagement View
Curated over 30 M transactions
Over 1.5 M HCP and 90,000 HCO for 1500 products
Proprietary algorithm powered by AI/ML
Territory Optimization and potential KOL identification
Capabilities
Data Transformation
Ready to use data products to power your AI use cases.
Large pharma organizations face operational hurdles due to unstructured data that contributes roughly about 80% in commercial operations. Complexity increases with varied data formats (Structured, unstructured, hybrid, images, videos, voice notes). We help pharma companies to transform any-data type from any data source into regulatory-grade, searchable, AI ready data using advanced NLP algorithms and GenAI toolkits that serves many uses cases including summarization, insights generation, predictions and copilots to maintain competitive edge in the market.
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Commercial Data Strategy
Predictive models that improve pricing margins and forecast revenue with 80% accuracy.
Global commercial operations need country specific, domain centric data strategy is essential to understanding the competitive landscape, handling local data regulations, and gain precise market dynamics to take strategic decisions for commercialization success. We design, build and manage Data warehouses, Data lakes and modern Data Lakehouse, integrating commercial domain specific data from different sources that lays a strong foundation to leverage structured and unstructured data for AI driven use cases and advanced analytics.
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Advanced Analytics
Single source of commercial truth that reduces reporting discrepancies by 20%.
With the volume of data growth and data availability, enterprises are evolving from "what happened" to "what will happen" and even more "What should we do" that helps in redefining your commercial strategies for positive outcomes. We combine strong data engineering with a practical analytics layer with self-service capabilities to deliver right data in the right hands at the right time.
We implement unified executive-ready dashboards with forward-looking insights and automated reporting cycles that delivers insights into Supply chain, demand, and sales data streams.
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Solutions
Next-Gen Commercialization, Powered by AI
We implement unified executive-ready dashboards with forward-looking insights and automated reporting cycles that delivers insights into Supply chain, demand, and sales data streams.
Master Data Management (HCP/HCO) & Data Stewardship
CRM, claims, vendor, and internal systems into a unified master layer.
- A single, trusted source of truth with governed mastering and intelligent stewardship workflows.
- Ongoing data quality, compliance, deduplication, and hierarchy maintenance.
Territory Mapping & Roster Optimization
Maximize field force productivity through intelligent territory design.
- Data-driven territory alignment models balancing workload and opportunity.
- Manage ongoing overlap resolution and roster adjustments.
Market Mix Modeling:
Measure the impact of
commercial activities
- AI-driven attribution of omnichannel marketing impact
- Predictive optimization of promotional spend and ROI
Call Planning & Dynamic
HCP Routing
Optimize field engagement with intelligent call planning strategies.
- Integrate plans directly into CRM and mobile platforms.
- Real-time routing optimization based on performance insights.
SpendMart & Speaker Program Analytics
Spend analytics frameworks to measure ROI and compliance.
- Drive compliant and effective promotional spend decisions with advanced spend reporting
- Integrate CRM, financial, and event systems.
HCP Segmentation,
Focus Tiering & Targeting
Enable precision engagement strategies powered by data-driven segmentation.
- Multi-dimensional segmentation models based on prescribing behavior and opportunity scoring.
Patient &
Market Analytics
Turn real-world data into predictive insights that drive smarter commercial decisions.
- Advanced analytics models for patient journey, adherence, and revenue forecasting.
- Claims, PTD, CRM, and market data into unified analytical views.
Omnichannel
Engagement Optimization
Deliver coordinated engagement across digital, field, and hybrid channels in real time.
- Omnichannel engagement frameworks with measurable KPIs.
- Email, CRM, digital marketing, and event platforms.
Claims Data Analytics
Unlock the full value of medical and pharmacy claims data to drive commercial precision.
- Identify patterns and trends
- Enhance operational efficiency and cost savings.
Chatbots &
Conversational Intelligence
Empower teams with AI-driven assistants for faster insights and smarter decisions.
- Domain-trained AI chatbots connected to commercial datasets.
- AI interfaces with BI and warehouse platforms.
Revenue Management & Forecasting
Improve predictability and profitability with advanced forecasting models.
- AI-powered demand and revenue forecasting frameworks.
- Integrate sales, claims, and market signals into forecasting engines.
Incentive Compensation Strategy & Analytics
Scalable IC frameworks with performance scorecards aligned to commercial strategy.
- Sales, territory alignment, targeting, CRM, and compensation systems to ensure accurate data flows and real-time visibility.