Change in practice

Cases

One format for every material: problem, method, evidence from practice, and the next decision.

01

Delivery transformation across 20+ product teams: time for 85% of initiatives down 64%

How a shared system of goals, dependencies, and flow metrics reduced the time for 85% of major initiatives from 295 to 106 days and increased Epic throughput from 16 to 54 per month.

02

From delivery data to forecasts: P85, Monte Carlo, and management digests

How data from 20+ product teams replaced manual status collection with early risk signals, probabilistic forecasts, and portfolio decisions.

03

Portfolio, dependencies, and WIP: when more starts stopped meaning more progress

How manual dependency tracking and constant initiative starts changed into decisions about what to finish, stop, or not begin.

04

Pulsar and AI in delivery: embedding LLM analysis into a management workflow

How AI prepared verifiable signals about RFC quality, Aging, blockers, and context divergence instead of generating one more report.