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Customer data infrastructure for commerce

Connect customer state before adding another tool.

We engineer the data paths between storefront, lifecycle, CRM, analytics, and paid media when point-to-point integrations stop scaling.

A connected commerce architecture linking storefront, customer data, fulfillment, and reporting

Customer state fragments as the stack grows.

  1. Siloed Customer Data Everywhere

    Email, ads, CRM, and storefront tools hold different versions of the customer.

  2. Manual Data Stitching

    Weekly exports turn live behavior into stale segments.

  3. Tool Sprawl Without Architecture

    More subscriptions create more handoffs without a defined source of truth.

Build one path for customer state.

An engineer verifying customer events across commerce systems
  1. 01

    Martech Audit

    We map your entire martech stack: every tool, every data flow, every manual process. Where does customer data originate? Where does it get stuck? Where do tools overlap? You get a clear diagram of your current state and a gap analysis.
  2. 02

    CDP Implementation

    We implement Segment (or your preferred CDP) as the central nervous system of your martech stack. Every customer interaction flows into unified profiles. Your customer data has one source of truth for the first time.
  3. 03

    Data Pipeline Design

    We design the pipelines that move data from collection to activation. Customer data flows into your CDP, gets enriched with behavioral and transactional data, and feeds downstream tools in real time.
  4. 04

    Cross-Platform Orchestration

    Your tools start working together. Email segments update in real time based on purchase behavior. Ad audiences sync with your CDP. Every channel draws from the same profile, the same segments, the same truth.

Only the infrastructure complexity requires.

  • CDP Implementation

    Segment or equivalent with unified profiles.
  • Data Pipelines

    Architecture connecting all martech tools.
  • Real-Time Segmentation

    Behavioral, lifecycle, and RFM segments.
  • Cross-Platform Orchestration

    Email, ads, personalization, analytics.
  • Custom Development

    Dashboards, tools, and API integrations.
  • Tag Management

    Data layer governance.
  • Identity Resolution

    Across devices and channels.
  • Documentation & Training

    Ongoing optimization support.
Commerce operators planning lifecycle journeys from shared customer state

From weekly exports to governed data flow.

Customer data was moving by weekly export. We replace those handoffs with governed pipelines, shared profiles, and operator-visible data flows.

Read the full case study

Activate the connected customer state.

  • Attribution Setup

    Server-side tracking and multi-touch attribution models that survive iOS and give you one number to trust.
    Learn more
  • Ecommerce Analytics

    Server-side tracking, GA4 enhanced ecommerce, and analytics infrastructure for DTC brands.
    Learn more
  • Klaviyo Email & SMS

    Automated flows and campaigns powered by your unified customer data.
    Learn more

Common questions

Do we need to replace our existing tools?

Usually not. The composable approach works with what you have. We connect your existing tools through a CDP - not replace them. If a tool isn’t pulling its weight, we’ll tell you. But the goal is to make your current stack work together, not start over.

What CDP do you recommend?

We most commonly implement Segment because of its broad integration library and real-time capabilities. But the right CDP depends on your stack, your data volume, and your budget. We’ll recommend the best fit during the martech audit.

What’s the difference between this and just buying a CDP?

A CDP is a tool. A composable martech stack is an architecture. Buying Segment without proper implementation is like buying a server without configuring it. We design the data model, build the pipelines, configure the integrations, and ensure every downstream tool gets the data it needs in the format it expects.

Can this work for agencies serving multiple clients?

Yes. We build composable martech architecture for agencies that need to deploy connected infrastructure across client accounts. White-label implementation, client-facing dashboards, and scalable data architecture that works across your client portfolio.

Give every commerce system the same customer state.

We will map identity, consent, order history, and lifecycle state before recommending another platform or integration.

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CDP & Martech Stack | Autonomous