SYSTEMS / CAPABILITIES

Capabilities follow the fault path.

PRIVATE REVIEW BUILD

We follow the failing journey into whichever layer owns the break. Scope ends when the destination accepts the repaired signal and an owner can repeat the check.

CAPABILITIES / EN

01 / ATTRIBUTION

Analytics and attribution architecture

Align channel rules, identity and conversion meaning across ad platforms, analytics, backend records, CRM and business reporting.

02 / PRODUCT

Web and product engineering

Build or repair landing pages, conversion paths and product states with instrumentation designed into the interface.

03 / EVENTS

Browser and server event systems

Design payloads, stable event IDs, deduplication, server acceptance and privacy-safe routing to each destination.

04 / DATA

Data pipelines

Move and transform operational data with traceable inputs, quality checks, failure alerts and controlled publication.

05 / AI

AI automation

Automate bounded tasks with explicit inputs, evaluation criteria, human approval and a visible failure path.

06 / AUDIT

Technical audits

Capture observed evidence, isolate likely causes, mark unknowns and turn the finding into a repair-ready specification.

07 / SPEC

Specifications and QA

Give every owner the same inputs, outputs, edge cases, acceptance matrix and post-release proof requirement.

08 / DELIVERY

Cross-team delivery

Coordinate Growth, Product, Data, Engineering and CRM around one contract instead of five disconnected tickets.

Not every problem needs a rebuild.

The preferred intervention is the smallest contract change that restores a verifiable end-to-end path.