CDP & Identity Resolution
Unified customer identity across email, SMS, web, app, and PWA - so one person looks like one person, no matter which channel they're using or which device they pick up.
Conversational Digital Architecture · Performance Systems & MeasurementBuild, Experience,And Measurement,Engineered As One.
The digital build, experience, and analytics layer that makes the conversational architecture real.
Full-stack product engineering, digital creative services, and attribution and measurement systems, connected across email, SMS, web, and app so identity, signal, and revenue stay honest. The infrastructure that turns conversation into performance.
What it is
One Spine. Every Channel.
A single CDP, orchestration layer, and measurement plane connecting email, SMS, web, app, PWA, voice, and social DMs. Identity, intent, and signal flow through one system - the same brain across every touchpoint.
Why it matters
Stitched Stacks Lie About Performance.
Last-click reports, channel silos, and broken identity hide the truth about which conversation actually earned the revenue. We rebuild the spine so attribution, frequency, and lifecycle are honest - and operated by agents that can act on the signal in real time.
Honest measurement is Serendipity Engineering on the performance side: a CDP, GA4, and orchestration spine that turn signal into the next right action, in real time.
Core capabilities
What This Service Delivers
Journey Orchestration
Triggers, lifecycle stages, holdouts, and frequency governance across every owned channel. Conversational AI agents run the journeys; humans set the strategy and guardrails.
Cross-Channel Attribution
Revenue and engagement attribution that spans email, SMS, web, app, voice, social, and AI-surface citations. GA4 anchors web and app analytics, wired into the CDP and warehouse so you know which channel earned the dollar, not just which one closed it.
Deliverability & Experimentation
Inbox placement, sender reputation, carrier compliance, push opt-in health, and continuous experimentation built into the orchestration layer - not bolted on after launch.
Where does this sit relative to our existing martech stack?+
On top of it. We design the CDP, orchestration, and measurement spine so your ESP, SMS platform, app SDK, web analytics, and ad platforms operate as one omni-channel system - usually replacing 2-3 of them and tightening the rest.
Why is this called 'agent-operated'?+
Because the orchestration, optimization, and reporting loops are run by conversational AI agents, not analysts babysitting dashboards. Humans set objectives and constraints; agents execute, test, and report.
Talk to engineering
Architect The Performance Layer.
Two paths: start a structured conversation, or download the performance-layer brief after a one-time consent step.