We build attribution systems, automation workflows, and in-house AI using stacks like PostHog, dbt, Ollama, Qdrant, and n8n — plus cloud pipelines with OpenAI, Anthropic, or Gemini when you need frontier models.
Attribution models
First touch · Last touch · Linear — how pipeline credit lands on each touchpoint.
Your data is scattered. Your attribution is broken.
Your team is flying blind.
Attribution is broken
You don't know which campaigns, channels, or touchpoints actually drive revenue. You're guessing.
Leads fall through the cracks
Manual follow-ups, disconnected CRM data, and no lifecycle automation means lost revenue every day.
AI is open tabs, not automation
Your team has ChatGPT open. But nothing is running. No workflows, no pipelines, no AI actually wired into your stack.
We build all three.
Three separate services. Pick the one you need most — or all of them. Each one is built, documented, and handed over running.
Three services. Each one standalone — all of them built, not just advised.
Prefer a quick overview first? See all three services — or open a lane below.
We audit your tracking, design a clean event schema, pipe events into your data warehouse, build dbt attribution models, and ship live dashboards. Tool-agnostic — we work with what you have.
We design and build lifecycle automation — email, SMS, in-app, and webhook sequences triggered by real behaviour and enriched with warehouse segments via Reverse ETL. We work with your platform of choice.
We wire AI into your actual workflows — document processing, lead qualification, internal tools, customer automations. Private on your own infra (Ollama, Qdrant, n8n) or cloud-powered via OpenAI, Anthropic, and Gemini.
Technology Stack
Best-in-class tools. Your infrastructure. Your data.
We prioritise open-source and self-hostable tools wherever it makes sense — but we're tool-agnostic, not dogmatic. What matters is that the stack fits your requirements, budget, and data ownership policies.
Ollama
Kestra
Airbyte
dbt
Coolify
PostHog
Docker
Kubernetes
Python
n8n
Dify
Flowise
Metabase
Cal.comFrom discovery to live dashboards
— one connected path.
Step-by-step below: how your engagement moves from first call to production — same rhythm we use on every service page.
Step 1
Discovery call
We map your stack, goals, and data gaps in 60 minutes. No jargon — just clarity on what needs to be built.
Step 2
Architecture & scoping
We design the exact data flows, integrations, and automation sequences. You get scope, timeline, and deliverables — tied to the same diagram we execute against.
Step 3
Build & integrate
We build, test, and connect everything: event tracking, pipelines, automation, and AI. Fully managed — the pipeline above is what we ship, not a slide.
Step 4
Launch & iterate
Dashboards, attribution, and sequences go live. Ongoing management and monthly iteration so the system stays aligned with your stack.
Why Xenide
We don't just advise — we build.
Hands-on implementation, not slide decks
We do the actual work — setting up PostHog event tracking, building dbt models, wiring n8n automations. You get a working system, not a 40-page strategy document.
Full-stack data expertise
Event tracking, dbt for transformation, lifecycle automation, and any data warehouse — we connect whatever stack you're on. No tool lock-in, no forced migrations.
Privacy-first by default
All infrastructure runs on Coolify — your servers, your data. Local AI option (Ollama + Qdrant) means zero external API calls for sensitive data.
Ongoing management, not one-off setup
Monthly attribution reports, model updates as your stack evolves, and continuous automation improvements. We stay on as your data partner.
Results that speak for themselves.
"Before Xenide, we had five tools that didn't talk to each other. Now our PostHog events flow into dbt models and we see ROI per campaign in real time."
Sarah Chen
Head of Growth, Series B SaaS
"They stood up our full attribution pipeline in three weeks. We finally know which channels actually drive revenue — not just clicks."
Marcus Webb
CMO, eCommerce Brand
"The local AI integration saved our team 10 hours a week. Fully private, runs on our own infra. Exactly what we needed for compliance."
Priya Nair
CTO, Regulated Fintech
3 weeks
avg. time to live attribution
10+
integrations per engagement
100%
client data ownership
3
core services, one system
Ready to connect your data to revenue?
Book a free 60-minute strategy session. No pitch — just clarity on what's possible.