Client Work

Relevant Case Studies

Global Performance Apparel Brand · Media Reporting · Governance

Unified Global Media Reporting Across All Agencies, Operating Companies & Partners

$500KSaved annually — redundant agency fees, internal analyst overhead, and rework costs eliminated
Global Media ReportingTaxonomy GovernanceRACI Design
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Global Semiconductor & Technology Company · Global MMM

Next-Generation Global MMM Implementations Across Regions and Business Units

1stFirst-ever global MROI benchmark enabling cross-regional channel performance comparison
Global MMMData GovernanceTaxonomy
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Large-Format Home Improvement Retailer · Creative Attribution

Ad Theme Attribution & Creative Science for Data-Driven Marketing Investment

31%Higher attributed ROAS for top-performing DIY project themes vs. seasonal promotional creative
Creative AttributionAd ThemesCreative Science
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Global Media & Creative Agency · Audience Segmentation

Customizable Audience Segments for Programmatic Bidding at a Global Media Agency

2hrSegment creation time reduced from 3-week lead time to a single working session
Audience SegmentationProgrammaticDSP Integration
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National Automotive Dealer Group · Incrementality Measurement

"Always-On" Lift Measurement Infrastructure at Scale for a National Automotive Retailer

65hrLift feedback cycle compressed from 8–12 weeks to near real-time
Lift MeasurementAlways-OnIncrementality
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Major Retail & Ad Network · Clean Room · BYOM

Clean Room Architecture & Bring Your Own Model (BYOM) Framework for Privacy-Safe Measurement

0Raw data records exchanged — all computation within clean room boundary
Clean RoomBYOMAMC
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Global Social Media Platform · Open-Source MMM

Production-Grade Open-Source MMM Deployment via Automated Data Quality Infrastructure

66%Reduction in run-to-run output variance after input governance
Robyn MMMOpen-SourceRidge Regression
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Search & Cloud Platform · Next-Gen MMM

Next-Generation Marketing Mix Measurement with Bayesian MMM Infrastructure

76%Reduction in analyst time spent on data preparation
Bayesian MMMData QualityPipeline Validation
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CPG · Data Engineering · AI

Scalable & Automated Data Foundation with a Unified Data View via Reusable Modules

20→1Analyst-days reduced for campaign mapping — from 20 to just 1 AD
50+ Data SourcesAI Auto-TaggingData Harmonization
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Media · Currency · Forecasting

Multi-Currency Forecasting & Optimization for a Major Broadcast Media Network

4Concurrent work streams executed across assessment, analysis, vendor planning, and architecture
Currency AssessmentNielsen MigrationGCP Architecture
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Industries

Marketing Data Reliability for B2B

Navigate complex B2B buyer journeys with reliable marketing data.

Page Metadata

Meta Title
B2B Marketing Data Reliability | DataInc.ai
Meta Description
Marketing data reliability for B2B companies. Track leads, opportunities, and pipeline with accurate attribution.
Primary Keywords
B2B marketing dataB2B attribution
Secondary Keywords
lead trackingpipeline attributionaccount-based marketing

B2B Measurement Challenges

  • Long sales cycles

  • Multi-stakeholder journeys

  • CRM integration

B2B marketers face extended customer journeys with multiple decision-makers and touchpoints.

Lead and Pipeline Tracking

  • MQL accuracy

  • SQL attribution

  • Opportunity tracking

Ensure accurate attribution from first touch through closed-won with complete funnel visibility.

Account-Based Marketing Data

  • Account identification

  • Engagement scoring

  • Multi-touch tracking

Support ABM initiatives with reliable account-level data and engagement tracking.

CRM Integration

  • Salesforce sync

  • HubSpot integration

  • Data matching

Maintain data integrity across marketing platforms and CRM systems.

Revenue Attribution

Connect marketing activities to closed revenue with multi-touch attribution models.

See Platform Overview

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