Sequencing the Transition
source-derivedSupports defining the destination, choosing pacing, sequencing interdependent work, identifying critical-path prerequisites, and planning the transition.
bicycle-guide · build-a-people-analytics-function · sequencing-the-transition
People Analytics Technology Procurement Checklist
source-derivedSupports business-need fit, integration, support, data ownership, privacy and ethics review, vendor viability, and piloting.
bicycle-guide · build-a-people-analytics-function · people-analytics-technology-procurement-checklist
Pre-Project ROI Forecasting
source-derivedSupports defining objectives, estimating impact and fully loaded costs, identifying intangible value, and communicating assumptions before commitment.
bicycle-guide · build-a-people-analytics-function · pre-project-roi-forecasting
Five-Step Systems Thinking for People Analytics
cross-source-synthesisSupports framing the business challenge, mapping interrelations, gathering relevant evidence, and evaluating interventions before implementation.
bicycle-guide · build-a-people-analytics-function · five-step-systems-thinking-for-people-analytics
Corporate Initiative Implementation
cross-source-synthesisSupports named leadership, dedicated implementation capacity, integration into core operating processes, recurring review, and dissemination of learning; Lock applies these principles proportionately to growth companies.
bicycle-guide · build-a-people-analytics-function · corporate-initiative-implementation
Business-outcome measurement loop
cross-source-synthesisSupports connecting implementation to business outcomes and continuing measurement and adjustment.
bicycle-guide · six-step-process-of-implementing-hr-analytics · build-a-people-analytics-function.artifact.json
Embedded analytics and automation in operational workflow
cross-source-synthesisSupports end-to-end control because embedding automated decisions in workflow also scales their failures.
bicycle-guide · analytics-craft-and-delivery · embedded-analytics-and-automation
Lock client-ownership boundary
lock-judgmentLock judgment: Lock may architect, staff, or lead implementation, but the client remains the employer, system owner, and final business authority.
lock · what-lock-is
Lock integrated-implementation principle
lock-judgmentLock judgment: process, ownership, data, systems, controls, measurement, and adoption belong in one implementation plan.
lock · lock-method
Lock process-before-tool principle
lock-judgmentLock judgment: configuration and automation implement an approved mechanism; they do not substitute for designing it.
lock · what-lock-is
Lock operating-acceptance principle
lock-judgmentLock judgment: acceptance covers the complete operating mechanism, including exceptions, controls, data, support, measurement, and recovery.
lock · lock-method
Lock controlled-passage principle
lock-judgmentLock judgment: implementation manages the passage from current to scalable operating capability through explicit gates and measures.
lock · what-lock-is
Lock handoff principle
lock-judgmentLock judgment: architecture and implementation must be operable by the client without undocumented dependence on Lock.
lock · what-lock-is
Draft reference standard. Requires practitioner and context-specific technical, security, privacy, risk, quality, validation, legal, procurement, and worker-impact review before client deployment.