Isle of Man studio · United Kingdom Eleven seats in a live cohort

App analytics, taught as composition

The event stream is a document. Most teams never learn to read it.


Consolevectorgrid trains product and data people to write taxonomies, defend retention charts, and stop treating vendor screens as a strategy.

Discipline
Event design, cohorts, attribution
Studio pace
Eight-week atelier, recorded reading room
Scale we prefer
23 taxonomies rewritten last year
Open the programme catalogue
Night-time glass tower reflecting a city grid, used as the studio’s visual motif for structured measurement
Plate 01 — A grid is only useful if someone named the cells.
“The taxonomy week forced us to retire 40 events that had been reporting ‘engagement’ while measuring button paint. I still dislike how slow the governance ritual is, but the numbers finally match the product we ship.”
Priya Menon · Principal PM, Leeds fintech · Event Taxonomy Atelier
Laptop showing dense analytics charts on a dark desk

Flagship

Event Taxonomy Atelier

Our longest programme is not a tour of Mixpanel or Amplitude. It is an editorial studio: naming law, property dictionaries, identity stitching without theatre, and a live critique of the student’s own event catalogue.

Cohorts stay at eleven people so every dictionary is read aloud. The fee is published on the fees page; there is no checkout on this site.

Read the atelier syllabus

What we actually change

Four corrections we make before a dashboard is allowed to exist

  1. Names before charts

    App analytics collapses when cta_click and HeroTapped both claim to be the same moment. We teach a naming grammar that a new hire can extend without a meeting.

  2. Windows that admit their bias

    A seven-day retention curve is a different essay from a twenty-eight-day one. Students leave able to label the window in the chart title, not bury it in a tooltip.

  3. Identity without mythology

    Anonymous-to-known stitching is taught as a lossy join, not a personality. We document what is dropped when a user resets an identifier on iOS.

  4. Warehouse as the court of appeal

    The console is a drafting table. When a board number is challenged, the warehouse query is the document we file. The custom cohort intelligence page explains how we keep those two rooms in conversation.

Also in the catalogue

Shorter programmes for teams already mid-instrumentation

Person reviewing financial-style charts on a laptop

Retention Geometry

Four weeks on cohort curves, resurrection, and the temptation to smooth a cliff with a friendly average.

Line charts printed on paper beside a pen

Funnel Cartography

How to draw a path that matches the app’s actual screens, including the dead ends product prefers not to mention.

Wall-sized analytics dashboard in a dim room

Session Replay Literacy

Using replay as evidence, not as a peep-show. Privacy constraints as they apply in the United Kingdom.

See every programme

From the studio ledger

Voices, not slogans

I came for dashboards and spent the first fortnight arguing about verbs. The Event Taxonomy Atelier is closer to copy-editing than to a vendor certification, which I did not expect and still find slightly maddening. Our activation report is shorter now, and the engineering ticket queue is quieter.

James C. · Edinburgh · marketplace iOS app

■■■■■■■■□□ 8/10

Warehouse-Native Measurement finally explained why our Amplitude number and our BigQuery number were cousins, not twins.

Client in grocery delivery · Manchester

Funnel Cartography was the right length. Retention Geometry would have been more useful to us a year earlier; we already had the scars.

Aisha · Cardiff · growth lead

Longer notes and two case studies

Journal

Field notes we are willing to sign

Sulby correspondence

Write before you enrol

We answer within two working days. Bring a screenshot of the messiest event in your catalogue; it is a better introduction than a slide deck.

Send a note to the studio