An analytics studio · Toronto

Your data should drive decisions. Most teams' data drives doubt.

An analytics studio for mid-market teams whose data has outgrown their ops. We diagnose what's broken, build the warehouse and dashboards your executives actually trust, and run the models that pay for themselves.

Prior enterprise teams the founder shipped on
LoblawBMOTDBellHavasOntario Gov
cl/engagement · diagnose.readoutSample

Week 1–2 · What we find when we open the stack

Event taxonomySegment + Rudderstack412 eventsHealthy
Warehouse ingestionFivetran → Snowflake8 sourcesHealthy
Attribution modelMulti-touch · last-73.2× ratioDrift
Executive dashboardHex · weekly digest2 readersTrust gap
Marketing pipelinedbt · ads_unified62% matchStale
Customer LTV modelCohort · 90d horizon$184 / userTracking
6 systems audited · 2 brokenAvg fix · 14 days

How we work

A three-stage engagement.

Most engagements run all three. Some skip straight to Build when the diagnosis is already written. Each stage produces a defensible artifact you'd be comfortable showing the board.

Stage 01 · Diagnose

Find the load-bearing breaks before anyone writes a line of SQL.

We trace what's instrumented, what isn't, and which dashboards have quietly lost trust. The deliverable is a one-page diagnosis and a prioritized fix list — read in an afternoon, defensible in a board meeting.

Engagement
2 weeks · fixed scope
Deliverable
Audit doc + fix list
audit.mdDRAFT
# Prioritized fix list · 14 items · top 5
Attribution windows inconsistent across channelsP0
Exec dashboard refresh failing 1 in 3 weeksP0
GA4 event names drifted from tracking planP1
No documented retention definitionP1
Warehouse ingestion · 8 sources · healthy

Selected work

Patterns we ship.

Anonymized by industry. Named references on request. Every card shows the change — what the team could see and decide afterward that they couldn't before.

Journal

Essays from the practice.

Our writing on analytics work — what we keep seeing, what the textbooks miss, and the half-built models we'd rather hand to a peer than publish to a feed. New essays quarterly.

L1 · TRACKINGL2 · REPORTINGL3 · DECISIONL4 · COMPOUNDINGFIG. 03 · MATURITY LADDER
Field guide22 min read

What good looks like: an analytics maturity field guide.

A working field guide to where we think analytics maturity actually lives — diagnostic patterns, instrumentation traps, and the reports CFOs reliably stop trusting first. Drops with the next issue.

Work with us

Tell us what's going on.

The shortest path to a scoped engagement is a short form. Tell us where your data function is today and what brought you here. If we're a fit, we'll book a call. If we aren't, we'll point you at someone who is.

© 2026 Coded Level — Toronto analytics studio.Toronto, ON · Canada