Marketing Data & Analytics
Reliable analytics start with the right system
We engineer analytics systems that capture clean data, connect to true KPIs, and deliver reports your team can validate. From GA4 to CAPI, we build the standards that turn data into clarity.
When tracking breaks, so does confidence
Analytics setups often look complete but aren’t. Events misfire, cookies conflict, and leadership’s reporting never matches platform data. Bad tracking compromises decisions and erodes trust in performance reporting.
Friction points:
- Duplicate or missing conversions across channels
- Misconfigured GA4 events and dimensions
- Unstandardized UTM naming across dashboards
- Pixels tracking the wrong business actions
If your data isn’t accurate, no decision is safe.
Need deeper analysis? See Channel Performance Analysis
Analytics systems built on governance, not guesswork
We design analytics infrastructure that connects with your business goals, structuring events, data layers, and reporting systems so every metric can be trusted end‑to‑end.
Start with a full auditPlatform Configuration
Event & Goal Mapping
Data Layer Architecture
Governance & Validation
Every data point needs a chain of custody
Our framework creates a traceable path from user event to business report. Every metric is governed, documented, and auditable, protecting leaders from false confidence and data decay.
Need deeper analysis? See Channel Performance Analysis
Event and parameter source‑of‑truth documentation
Standardized UTM taxonomies and naming logic
Automated Data Layer validation scripts
Scheduled QA and report integrity reviews
Define how numbers become decisions
We link metrics to business intent so teams read data with context, not assumption. Measurement logic ensures analytics serve strategy, not the other way around.
Tracked dimensions:
- Engagement: Session foothold, scroll‑depth accuracy, event engagement integrity
- Acquisition: Source/Medium standardization and channel parity
- Conversion: Goal completion flows and multi‑touch mapping
- Governance: Pixel and parameter health scores for ongoing validation
Every metric is a verified asset, not a sampled estimate.
Our analytics configuration workflow
Audit & Access
Assess current tracking environment and data integrity.
Mapping & Architecture
Define events, goals, and taxonomy structure.
Configuration & Testing
Implement and validate GA4, GTM, CAPI, CRM, and ad platform connections.
Verification & Governance
Deploy QA dashboards and ongoing monitoring cadence.
Proven through analytics system implementation
We don’t just configure tracking, we fix the integrity of the entire data system.
- Implemented full event tracking and attribution systems via GTM, enabling accurate conversion measurement and channel performance visibility for a B2B SaaS platform
- Resolved discrepancies between analytics and CRM data by aligning GA4 and HubSpot tracking frameworks
- Rebuilt form tracking infrastructure using native HubSpot embeds, improving data reliability and reducing tracking failure points
- Deployed unified reporting dashboards (Data Studio) to connect audience, engagement, and channel performance into a single source of truth
These improvements restored confidence in reporting, improved attribution accuracy, and enabled better budget and strategy decisions.
Capabilities that create reliable measurement systems
Analytics that are verifiable, governed, and ready for growth.
GA4 Implementation & Configuration
Conversion Event & Goal Tracking
Reporting Governance and Dashboard Design
Meta / LinkedIn CAPI Deployment
Data Layer Architecture & Validation
Dashboard and Reporting Integration
Connected ecosystems, no lock‑ins
Get analytics you can trust before you scale spend
Audit your tracking to uncover gaps and build a governed analytics foundation for accurate, future‑proof measurement.
