Evidence and measurement
What the numbers establish.
Career measures need a definition and an evidence boundary. This page keeps the reported scope, results and public examples distinct.
Reported work-history measures.
| Measure | Meaning here | Public limit |
|---|---|---|
| 20+ concurrent workstreams | Client workstreams managed each quarter at Vigorate. | Scope, not a count of individually completed projects. |
| 200M+ annual sends | Email, SMS/MMS and push sends supported across high-volume programs. | Program scale, not personal message authorship or a delivery success rate. |
| 30% fewer late-stage scope changes | Reported operating improvement associated with delivery controls. | Baseline window, counts and calculation records are not published. |
| 20% shorter UAT-to-launch cycles | Reported improvement in the UAT-to-launch interval. | Does not describe the full project cycle. Raw duration records are not published. |
| Forecast within 5% | Monthly forecasts compared with actual delivery effort. | Not revenue forecasting; monthly records and aggregation method are not published. |
| >80% submission decline | The reported problem signal in the composite migration diagnosis. | Not a measured recovery, uplift or post-fix result. |
| 125+ campaigns / 8 people / 6 provinces | Earlier delivery scope at Jobs Canada Fair. | Campaign count, team size and geographic coverage describe the operating context. |
| 10% retention / 15% acquisition | Reported program outcomes to which the work contributed. | Customer definitions, comparison windows, denominators and attribution are not published. |
Inspectable examples.
Waypoint is a fictional, AI-assisted portfolio exercise. Its source, fixtures, automated tests and deterministic outputs can be inspected. Those results demonstrate the local model’s behavior; they are not client outcomes or proof of a production Braze integration.
Individual and team contribution.
My ownership is stated in each case. Production implementation belongs to the named specialist functions, and program results reflect cross-functional delivery. The public portfolio does not isolate individual causal contribution.
Underlying client records remain outside the public repository. Stronger public metric evidence would require an approved, anonymized definition, baseline, comparison period and calculation, rather than an invented reconstruction.