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We engineer analytical systems that translate fragmented data into decision-grade insights

Analytics Capabilities

Built for Data & Analytics Execution

Support commercial decision-making with structured data

Commercial engagements often operate with fragmented, incomplete, and inconsistent data. 



We structure disparate datasets, develop analytical models, and generate insights across pricing, market, and customer domains. 



Outputs are designed to integrate directly into consulting engagements, ensuring transparency, consistency, and client-ready delivery.

Core Data & Analytics Modules

Key Data & Analytics capabilities

CommercialIQ delivers structured analytical support across the core components of data preparation, modelling, statistical analysis, visualization, and validation.

Qualitative & quantitative analysis

We combine structured data analysis with qualitative inputs to generate insights across commercial, customer, and market dimensions

Customer segmentation

We develop commercial, behavioural, and value-based segmentation using ML on survey and usage data, along with qualitative segmentation through interviews.

Tracking, reporting, and dashboarding 

We develop single source of truth dashboards and reporting layers to track performance, monitor KPIs, and support ongoing decision-making. 

Survey design and analysis

We design, program, and analyze surveys (including conjoint and WTP studies) to capture customer preferences and validate commercial hypotheses.

Cross-sell and upsell analytics

We analyze transaction data using ML techniques to identify product combinations and revenue expansion opportunities. 

Cost optimization analytics 

We assess cost structures and identify optimization levers through data-driven analysis aligned to commercial objectives.

Customer journey and persona development 

We map customer journeys and build personas using primary and secondary research to support GTM and pricing decisions.

Beyond Core Data & Analytics

Support across connected initiatives

In addition to core Data and Analytics capabilities, CommercialIQ supports a range of adjacent workstreams that complement broader GTM and commercial initiatives.

 

This includes

  • Market intelligence and competitive benchmarking
  • Market sizing and forecasting
  • Customer segmentation and cohort analysis
  • Churn and retention modelling
  • Cross-channel elasticity analysis
  • SKU rationalization inputs
  • pricing and revenue optimization analytics
  • Sales performance tracking frameworks

We also support survey design, programming, and analysis for primary research, along with integration of secondary research and external datasets to validate assumptions and strengthen analytical outputs. These inputs are structured to align with core models and ensure consistency across deliverables presented to clients.

Where We Deliver Impact

Covering the full range of commercial analytics

Analytics-heavy strategy delivery

Structured analytical support across pricing, market, and customer decisions, built for engagements that require translating incomplete or fragmented data into decision-ready outputs.

Data-scarce environments

Designed for situations where datasets are inconsistent, partially available, or spread across multiple sources, requiring structuring, validation, and modelling before insights can be derived.

Explore More

Explore a tailored approach

Reach out to CommercialIQ to support your next GTM engagement with structured analytical delivery aligned to your scope, timelines, and client requirements.

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Enterprise Pricing Dashboard & ML-Based Elasticity Analysis | Fortune 500 Manufacturer

We developed an enterprise pricing dashboard providing unified, real-time visibility into pricing performance across all business units.