YottaDots Principles
Twelve pragmatic principles that keep strategy clear, teams autonomous, and outcomes measurable.
Purpose First
Every initiative ties to a clear outcome.
Federated Autonomy
Teams decide how; the center defines why.
AI‑Native Workflows
Assist requirements, code, tests, risk, retros.
Empirical Governance
Policies evolve via evidence, not opinion.
Flow Over Load
Optimize for throughput & learning.
Small, Safe Steps
Short cycles, reversible change.
Transparent Telemetry
One truth for value, risk, ethics.
Security & Privacy Everywhere
Design‑time, build‑time, run‑time.
Method Agnosticism
Scrum, Kanban, PRINCE2, PSM.
Platform as Product
Self‑service, guardrails, SLOs.
Human Accountability
Explainable decisions, explicit roles.
Open Playbooks
Share & replicate success.