People Analytics Technology Procurement Checklist
source-derivedSupports business-need fit, core integrations, vendor track record and viability, support, data ownership, privacy and ethics, and pilot evidence.
bicycle-guide · build-a-people-analytics-function · people-analytics-technology-procurement-checklist
Requirements for Defining a Decision
source-derivedSupports requiring realistic alternatives, uncertainty about the best choice, consequences of error, and an identifiable decision maker.
bicycle-guide · tool-requirements-for-defining-a-decision · build-a-people-analytics-function.artifact.json
Pre-Project ROI Forecasting
source-derivedSupports explicit objectives, impact estimates, uncertainty, fully loaded costs, intangible benefits, and transparent assumptions before commitment.
bicycle-guide · build-a-people-analytics-function · pre-project-roi-forecasting
The Universal Measurement Approach (AIE)
cross-source-synthesisSupports measuring the uncertainties most valuable to the decision and stopping when additional evidence is not economically justified.
bicycle-guide · tool-the-universal-measurement-approach-aie · build-a-people-analytics-function.artifact.json
The Ideal Decision-Making Process
cross-source-synthesisSupports open disagreement and knowledge-sharing followed by a clear decision and implementation commitment.
bicycle-guide · build-a-people-analytics-function · the-ideal-decision-making-process
Lock work-before-system principle
lock-judgmentLock judgment: a system choice begins from the work and required operating capability, not the software category.
lock · what-lock-is
Lock operating-requirements principle
lock-judgmentLock judgment: workflow, roles, decisions, data, interfaces, controls, measures, exceptions, and support become traceable system requirements.
lock · lock-method
Lock independent-selection principle
lock-judgmentLock judgment: Lock designs the choice but does not own, resell, or receive undisclosed influence from the selected system.
lock · what-lock-is
Lock evidence-over-demo principle
lock-judgmentLock judgment: options are tested against shared client scenarios and evidence rules rather than vendor-selected feature tours.
lock · lock-method
Lock client-decision boundary
lock-judgmentLock judgment: Lock may architect and facilitate the selection; the client owns the choice, contract, system, and residual risk.
lock · what-lock-is
Lock connected-selection principle
lock-judgmentLock judgment: selection is complete only when it produces controlled inputs for implementation and future operation, renewal, and exit review.
lock · lock-method
Draft reference standard. Requires practitioner and context-specific procurement, legal, finance, accounting, tax, architecture, security, privacy, risk, quality, validation, accessibility, and worker-impact review before client deployment.