Can we buy a fixed-scope sprint?

Yes. Most commerce work can start as a productized sprint with a fixed price and fixed deliverables — see Programs. Larger rebuilds are scoped after an audit.

Will you work in our store or a copy?

Always a duplicate theme or staging environment first. Nothing reaches production without a review and a rollback plan.

Decisions on data that is actually right.

For teams making spend decisions on broken data. Tracking, attribution and funnel plumbing you can trust.

Spec sheet

Timeline: 3–6 wks
Team: 2–3
From: Scoped after a call
Platforms: GA4, Meta, server-side

ProblemSound familiar?

Platforms disagree on revenue
iOS changes broke attribution
Nobody trusts the dashboard

We engineerWhat we engineer

Server-side event pipelines, a single event schema across channels, and dashboards that reconcile to the order ledger.

ArchitectureTypical architecture

Storefront events
Server-side collector
Ad platforms (CAPI)
Warehouse + dashboard

CapabilitiesCapabilities

Event schema design
Server-side GTM / CAPI
Attribution modelling
Reconciliation reporting

DeliverablesDeliverables

Tracking plan
Server-side implementation
Reconciled dashboard
Monitoring alerts

ProcessProcess

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Week 1

Discover

We learn the business before the brief: the metric that matters, the constraints, the people involved.

Done whenEveryone agrees on the goal, the metric and its baseline.

What happens

Kick-off workshop with your decision-makers
Access to analytics, code and tools
Agree the one metric this work must move

You get

Kick-off notes and a shared goal
Access checklist
Named pod lead

From you: ~2 hours for the workshop, plus access to your systems
Who’s involved: Pod lead + engineering lead

We learn the business before the brief: the metric that matters, the constraints, the people involved.
What happens
1. Kick-off workshop with your decision-makers
2. Access to analytics, code and tools
3. Agree the one metric this work must move
You get
- Kick-off notes and a shared goal
- Access checklist
- Named pod lead
From you: ~2 hours for the workshop, plus access to your systems · Done when: Everyone agrees on the goal, the metric and its baseline.

StackStack

GA4sGTMMeta CAPIBigQueryLooker Studio

WorkWork

Fashion & Accessories Ecommerce · 2025Kristore

Outcomes · KristoreNet salesVanalaya →Bee Bliss →

Questions

Conversion Infrastructure, asked often.

All questions →

Often. We regularly take the engineering layer while a brand or performance agency keeps creative and media. We agree on ownership in week one so nothing falls between teams.

Start

Start with conversion infrastructure.

Commerce audit