GA4 & Adobe Analytics Engineering

We architect enterprise-grade GA4/Adobe implementations, fix legacy setups, and deliver accurate measurement.

We engineer production-ready GA4 and Adobe Analytics implementations that eliminate legacy issues, enforce schema governance, and deliver accurate, trustworthy measurement for marketing and product teams. Our approach covers event design, conversion tracking, audience configuration, and consent integration—ensuring clean, validated data flows from capture through reporting. You get reliable dashboards, confident attribution, and compliant tracking—without the noise, gaps, or “different numbers” that plague poorly configured platforms.

Executive Overview

GA4 & Adobe Analytics Engineering is a foundational service designed for enterprise organizations that rely on accurate, scalable, and privacy‑compliant analytics platforms. Without proper implementation, teams struggle with inconsistent KPIs, unreliable attribution, and an inability to make confident marketing or product decisions.

Why This Service Matters

Large‑scale enterprise environments generate millions of events every day across GA4 and Adobe. When implementations are not architected correctly, it results in broken reporting, compliance violations, and poor decision‑making at the leadership level. A robust platform implementation ensures:

  • Predictable data flows that scale with traffic and functionality.
  • Clean, governed event models aligned with business objectives.
  • Faster onboarding for analysts, engineers, and marketing teams.
  • Lower long‑term maintenance cost through clear ownership and documentation.

What You Get

  • A complete technical blueprint for implementation.
  • Event design, conversion tracking, audience configuration.
  • Consent‑aware tagging and compliance validation.
  • Automated payload checks and reconciliation with backend data.
  • Migration support from Universal Analytics to GA4.

Business Impact

After implementation, organizations typically see reduced reporting discrepancies, improved attribution accuracy, faster time‑to‑insight, and stronger alignment between marketing, BI, and product strategy. Enterprise‑grade implementations enable leadership to trust KPIs and allocate budget with confidence.

FAQ: GA4 & Adobe Analytics Engineering

faqs:

  • question: “Do you migrate UA to GA4?” answer: “Yes — we redesign events, conversions and audiences following GA4 best practices.”
  • question: “Can you fix Adobe implementations?” answer: “We audit variables, events, processing rules and server-side settings, then remediate issues.”
  • question: “How do you validate accuracy?” answer: “Automated payload checks, reconciliation with backend data and dashboard sanity tests.”
  • question: “Do you support consent and privacy?” answer: “Consent-aware tagging and data policies are part of the delivery.”

Pozostałe Usługi

Event Taxonomy & Tracking Architecture

Event Taxonomy & Tracking Architecture

We design clean, scalable event taxonomies for web, mobile, and backend systems- aligned across marketing, product, sales, and BI.

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Full Tracking Implementation (Web, Mobile, Server-Side)

Full Tracking Implementation (Web, Mobile, Server-Side)

We implement end-to-end tracking using GA4, Adobe, Firebase, Segment and server-side GTM.

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Server-Side Tagging (GCP / AWS)

Server-Side Tagging (GCP / AWS)

We migrate and optimize your tag infrastructure to server-side, improving accuracy, reducing load impact.

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CDP Architecture & Implementation (Segment, Tealium, mParticle)

CDP Architecture & Implementation (Segment, Tealium, mParticle)

We architect and deploy complete CDP setups: Sources, Protocols, Personas, governance and activation.

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Data Quality, Monitoring & Automated QA

Data Quality, Monitoring & Automated QA

We build automated data validation, schema enforcement, and monitoring pipelines that continuously detect and prevent data issues.

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Warehouse Modeling & ELT Pipelines (BigQuery, Snowflake, dbt)

Warehouse Modeling & ELT Pipelines (BigQuery, Snowflake, dbt)

We design and implement production-grade warehouse models using dbt- including staging, core, and marts layers.

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End-to-End Analytics Ecosystem Architecture

End-to-End Analytics Ecosystem Architecture

We architect the entire analytics stack: tracking → CDP → pipelines → warehouse → dashboards.

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Consent & Privacy-Compliant Measurement (OneTrust, Cookiebot)

Consent & Privacy-Compliant Measurement (OneTrust, Cookiebot)

We implement consent-aware analytics architectures that guarantee compliance (GDPR/CCPA).

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Conversion Funnel Analytics & Optimization

Conversion Funnel Analytics & Optimization

We deliver full-funnel visibility across acquisition, onboarding, activation, and churn.

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Marketing Attribution & Performance Measurement

Marketing Attribution & Performance Measurement

We build reliable attribution frameworks and marketing dashboards that connect spend, campaigns and audience behavior.

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Product Analytics (Web & Mobile)

Product Analytics (Web & Mobile)

We design and implement event schemas, product KPIs, feature tracking, and behavioral analytics.

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Salesforce & CRM Analytics Integration

Salesforce & CRM Analytics Integration

We connect marketing and product events with CRM and Salesforce data to enable accurate, end-to-end reporting.

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Dashboarding & BI Delivery (Looker, Power BI, Tableau)

Dashboarding & BI Delivery (Looker, Power BI, Tableau)

We create fast, intuitive dashboards built on governed metrics layers.

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Data Vault Modeling & Enterprise Integration

Data Vault Modeling & Enterprise Integration

We design Data Vault–aligned warehouse structures for enterprise environments.

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Identity Resolution & Unified Customer Profiles

Identity Resolution & Unified Customer Profiles

We unify cross-device and cross-channel customer data into persistent identities.

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Cost Optimization for Data & Warehouse Infrastructure

Cost Optimization for Data & Warehouse Infrastructure

We optimize query structures, pipelines, storage and compute, ensuring your analytics architecture performs reliably.

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KPI Frameworks for Marketing, Product, Sales & BI

KPI Frameworks for Marketing, Product, Sales & BI

We establish clear, consistent KPI definitions across teams, replacing conflicting numbers.

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Analytics Engineering Advisory & Architecture Review

Analytics Engineering Advisory & Architecture Review

We review your entire analytics stack, pinpoint technical risks, and deliver a clear, actionable roadmap.

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Ongoing Data Engineering & Analytics Support

Ongoing Data Engineering & Analytics Support

We offer continuous support for tracking, CDP, pipelines, dbt models, and dashboards.

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