System Vector Base Petaling Jaya

Petaling Jaya · USJ 14

When the analytics application and the order book cannot be reconciled, the work starts in the event stream.

Practitioners reviewing documents together at a desk
Review session, Taman Seafield Jaya

System Vector Base is a small audit practice on Jalan USJ 14/1. We read the analytics applications you already run — GA4, Adobe Analytics, Mixpanel, Amplitude, and in-house event tools — and write down what they actually record.

We do not sell software, media, or a replacement stack. The engagement is a findings file, a ranked repair order, and a working session with the people who will change tags or settings. If the numbers in last month’s pack cannot be rebuilt from the live stream, that is the starting brief.

What can be requested

Each item is a scoped audit, quoted after a short briefing. We work from the Petaling Jaya desk and on client sites in the Klang Valley.

Laptop and notes on a desk during a tracking review

Implementation audit

A line-by-line reading of what your analytics application actually collects, compared with the tracking plan your teams still treat as current.

Read the scope Colleagues comparing figures across printed reports

Data quality and discrepancy review

When GA4, the CRM, ads platforms, and the warehouse disagree on the same conversion, we reconstruct the path until the mismatch has a cause.

Read the scope Legal documents and a pen on a wooden table

Consent and measurement audit

A check that the analytics application records only what your consent banner, cookie policy, and Malaysian PDPA posture allow it to record.

Read the scope Team discussion around a table in a meeting room

Attribution and conversion-path review

An examination of how the analytics application assigns credit, which conversions it counts, and whether those rules still match how people actually buy from you.

Read the scope Workshop notes and printed charts spread on a table

Reporting integrity audit

A review of the dashboards and scheduled exports people actually quote, including calculated metrics, sampled explorations, and silently filtered views.

Read the scope Small group working together at laptops

Analytics stack fitness review

An independent view of whether the applications you already pay for can answer the questions your teams keep asking, and where they cannot.

Read the scope

What clients could present afterwards

These are comments from organisations that commissioned an audit. They are not ratings, and we do not display logos.

They showed us why the analytics application and the order book would never match, then gave us one number we could actually present.

Head of marketing, Klang Valley retail group

The findings file named the duplicate purchase tag we had stopped seeing. Our next sprint closed it. The weekly report stopped bouncing.

Engineering manager, Subscription product, Petaling Jaya

We had three dashboards and no shared definition of a conversion. The audit made the definition explicit before anyone argued about spend.