Activities that prove results:
North-star and value stream mapping.
Lean business cases and guardrails.
Outcome dashboards with leading indicators.
Measurable Outcomes:
Clear OKRs that link to funding and capacity.
Portfolio and WSJF that prioritize value, not noise.
Decision cadence with visible trade-offs and flow.
Proven OutcomesStrategy Activities that prove results:
Team-topologies and working agreements.
Backlog triage and service-level expectations.
Capability uplift and coaching in the flow of work.
Measurable Outcomes:
Predictability, quality, and speed improve together.
Flow metrics make bottlenecks visible and actionable.
Lightweight governance that scales.
Proven OutcomesAgile Transformation Activities that prove results:
AI readiness and risk assessment.
Data product and evaluation plan.
Build-measure-learn pilot sequence.
Measurable Outcomes:
Use-cases that return hours and revenue quickly.
Governed data and guardrails baked in.
Copilots and automations teams adopt.
Proven OutcomesAI Transformation Activities that prove results:
Value stream and ART design.
PI cadence and Inspect & Adapt with metrics.
Role clarity and portfolio guardrails.
Measurable Outcomes:
Alignment at scale without drag.
ARTs designed around value, not org charts.
LPM and OKRs integrated with PI planning.
Proven OutcomesSAFe® Transformation