AI-driven lead systems
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Segment & CDP Implementation

Customer data platform build on Segment, RudderStack, or similar. Covers tracking plan enforcement, source and destination configuration, identity resolution, and the governance that stops the schema drifting.

What's included

Architecture

  • Platform selection with the trade-offs written down, since a CDP is a long commitment
  • Source configuration across web, mobile, server, and cloud sources
  • Destination setup for analytics, ads, email, CRM, and warehouse
  • Event routing and filtering per destination, so you stop paying to send everything everywhere
  • Warehouse sync schedule and schema design

Tracking plan and governance

  • Tracking plan defined in the platform with schema validation enforced
  • Blocked and unplanned event handling, so a rogue release can't pollute production
  • Property type enforcement and required field rules
  • Naming conventions applied consistently across every source
  • Change process for adding new events

Identity

  • Identify and alias call placement across signup, login, and impersonation flows
  • Anonymous to known user merging rules
  • Account and group level resolution for B2B products
  • Trait precedence when two sources disagree about the same user
  • Deduplication across sources

Privacy and cost

  • Consent enforcement before events reach destinations
  • PII handling and field-level suppression per destination
  • Data deletion request workflow
  • Event volume monitoring against your plan tier, since CDP bills grow faster than anyone budgets for

Deliverable

  • Architecture diagram and documented tracking plan
  • Migration path if you're moving off an existing setup
  • Handover session and runbook

Why it matters

A CDP solves a real problem, which is sending the same clean event to twelve places without writing twelve integrations. It also creates a new one, because every downstream tool now depends on a single schema. When that schema drifts, everything breaks at once.

Which is why governance matters more than connector setup. Anyone can click through sources and destinations in an afternoon. Enforcing the tracking plan, getting identity resolution right, and controlling what actually flows where is what decides whether this is an asset in two years or the reason nobody trusts the data.

What clients say

“Finding SmartMetrics was a real relief – as a research and education institute with a somewhat unconventional focus within Google Analytics, we previously struggled to find an online training program or consultant that could help us. SmartMetrics helped us to review our entire GA4 setup, and finalized multiple dashboards that addressed our subdomain website complications and redesigned our PDF download tracking. Tomas was clear, communicative and efficient, and took time to provide helpful advice at every stage of the project. We would definitely choose SmartMetrics again for future GA4 improvements.”

Micah Greyeyes

Yellowhead

“I hired these guys for a custom project. Very fast service and great communication.”

C A

“We worked with Tomas to set up some tracking for marketing analytics on our website. I'd recommend working with him - he's communicative, efficient, and effective.”

Julia

Dyneti

What clients say

★★★★★

“Tomas at SmartMetrics has been fantastic to work with. He consistently delivers high-quality work quickly, communicates clearly and proactively, and makes even complex implementations feel straightforward.”

Gray Digital Group
Client reviews5.0 on Google · All reviews
★★★★★

“A huge difference to the business, and we know where the next dollar goes.”

Blitzy
★★★★★

“We can scale spend now without guessing what is actually working.”

PermitFlow
★★★★★

“Extremely knowledgable & capable!”

Dj Haer Jr
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20 yrsexperience
5.0 ★Reviews
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Work with Tomas

Founder, San Diego, CA

20 years in marketing, CRO, CRM, and analytics. Now building the systems AI runs on.

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You work with me directly, from scope to delivery. No account managers.