Analytics DevMeasurement & AI Systems

Measurement you can trust. Analytics that inform decisions.

We help modern businesses eliminate tracking blindspots, capture clean signals through first-party server GTM and GA4, and automate repetitive operational workflows with applied AI.

First-Party sGTMSafari ITP & blocker proof
Consent Mode v2Strict GDPR & ePrivacy
Audit-Ready SchemasTyped dataLayers
Autonomous WorkflowsAnomaly alerts & syncs
Interactive System Topology

The Modern Measurement & AI Pipeline

Click through each layer to examine how data flows from the browser to your warehouse and AI agents.

Zero Third-Party Leaks
Active Inspection: Step 02Cloud Run / AWS / Custom VPS

2. Server-Side Ingestion (sGTM)

Requests route to your custom first-party subdomain (e.g. data.yourdomain.com), bypassing Safari ITP and client ad-blockers with extended cookie lifetime.

Technical Verification Points
  • First-party HTTP-only cookie issuance
  • Deterministic event_id hashing for 100% deduplication
  • IP address anonymization & PII sanitization at the boundary
Architecture Layer 2 of 4
Core Service Capabilities

Engineered for Precision Measurement & Automation

View Full Scope & Deliverables
01Foundational Measurement

Tracking Implementation & Troubleshooting

End-to-end dataLayer instrumentation, event schema design, bug triage, and audit remediation for web and mobile.

02Web & App Analytics

Google Analytics 4 Setup, Audits & Reporting

Enterprise GA4 property configuration, custom dimensions, data retention tuning, and BigQuery streaming exports.

03Tag Management

Google Tag Manager Architecture

Modular, version-controlled GTM containers with strict governance, custom templates, and regression prevention.

04Performance & Ads

Conversion Tracking & Attribution

Precision conversion tracking for Google Ads, Meta CAPI, LinkedIn, TikTok, and multi-channel attribution.

05Privacy & Infrastructure

Server-Side Tracking Architecture

First-party server GTM running on Google Cloud Run, AWS, or custom infrastructure to bypass client-side blockers.

06Privacy Compliance

Consent-Aware Measurement & Compliance

Google Consent Mode v2 implementation, CMP integration, and privacy-preserving data collection.

07AI & Automation

AI Automation & Workflow Orchestration

Intelligent workflows connecting LLM models to internal databases, CRM pipelines, and automated reporting systems.

08System Integration

Business Tool Integrations & Pipelines

Unifying CRM (HubSpot, Salesforce), email marketing, and payment processors with your core analytics stack.

The Reality of Modern Web Measurement

Why 30% to 50% of Web Analytics Is Often Inaccurate

Between Safari Intelligent Tracking Prevention (ITP), browser ad blockers, fragmented single-page apps, and hasty tag management implementations, most businesses are making high-stakes budget allocations on corrupted data.

Browser ITP & Cookie Expiry

Safari and modern browsers truncate client-side cookies after 1 to 7 days, fracturing multi-touch attribution and counting returning buyers as brand-new visitors.

Duplicate & Ghost Conversions

Thank-you page refreshes and race conditions regularly fire duplicate transaction tags, distorting ROAS metrics and feeding corrupted signals to bidding algorithms.

Siloed Data & Manual Overhead

Teams waste hours stitching CSVs between Shopify, HubSpot, and GA4 rather than building automated pipelines that synchronize revenue and trigger alerts autonomously.

Execution Methodology

How We Partner With Your Team

A structured, engineering-first delivery model with zero disruption to your active marketing.

01

Audit & Discovery

We perform a deep inspection of your dataLayer, GTM containers, GA4 property settings, ad platform tags, and network requests to catalog every discrepancy.

Phase 01 Milestone
02

Architecture Blueprint

Before writing code, we deliver a comprehensive Tracking Spec document outlining exact event names, required parameters, server endpoints, and consent logic.

Phase 02 Milestone
03

Engineering & QA

We implement custom code, configure server-side containers, and rigorously validate payloads in staging using real-time debugging tools and automated test runs.

Phase 03 Milestone
04

Verification & Handover

We verify end-to-end data flow against real transactions, deliver clear documentation and Looker Studio dashboards, and provide your team with full ownership.

Phase 04 Milestone
Ready for Accurate Measurement?

Fix Your Tracking Blindspots and Automate Routine Work

Book a 30-minute discovery consultation or request an audit of your current Google Tag Manager and GA4 configuration.

Guaranteed engineer response within 24 business hours