Align
Translate business direction into people priorities and workforce needs.
Treveka Spencer
People · Systems · HR Leader
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Systems, AI & Playbooks
Turning people strategy into repeatable delivery.
A collection of the operating systems, technology-enabled workflows and practical playbooks I use to make people strategy clearer, more scalable and easier to put into practice.
My Operating Approach
A repeatable system for people impact.
Design
Build clear roles, scorecards, workflows, governance, and decision rights.
Enable
Equip leaders and teams with practical tools that improve capability.
Measure
Use data and feedback to strengthen quality, speed, and business impact.
Talent strategy
People operations
Workforce planning
Manager enablement
HR technology & automation
Organizational design
HR systems & automation
Technology as infrastructure, not decoration.
I use HR technology to create clearer processes, stronger data, and a better experience for managers, candidates, and employees. My work includes building automated workflows across Greenhouse, Personio, Slack, and Google Workspace, as well as leading an organization-wide OrangeHRM performance-management implementation.
Talent acquisition
Greenhouse
SAP SuccessFactors
Phenom
LinkedIn Recruiter
ATS architecture, structured workflows, pipeline strategy, reporting, and adoption across the hiring lifecycle.
Core people systems
Personio
OrangeHRM
HR operations, employee data, process governance, and performance-management system implementation.
Workflow ecosystem
Slack
Google Workspace
Connected workflows and practical automation that reduce administrative friction and improve cross-functional visibility.
AI-enabled People & Talent work
Modern sourcing. Smarter workflows. Human-owned decisions.
I use AI to widen research, sharpen market intelligence, reduce repetitive work, and make hiring knowledge easier to use. AI accelerates the process; recruiters and hiring leaders remain accountable for judgment, fairness, and final decisions.
Sourcing methods
Multi-channel talent discovery
I build targeted sourcing strategies around the role, market, talent availability, and likely candidate behaviour rather than relying on a single channel.
Proactive talent mapping
LinkedIn Recruiter
ATS database mining
Targeted outreach campaigns
Referrals & professional networks
Job boards & direct applications
Market and competitor research
AI workflow capability
Practical intelligence embedded in delivery
My workflows support research, talent mapping, outreach development, documentation, role comparison, and process improvement while preserving human review and decision ownership.
AI-assisted sourcing & market research
Prompt design for TA and HR use cases
AI-supported documentation
Workflow automation
Process experimentation
Responsible AI in hiring
AI collaboration & reasoning
A multi-tool practice, guided by human judgment.
I choose the tool around the work—using different models to explore, challenge, structure and refine thinking while keeping context, quality and final decisions human-owned.
Applied capabilities
Research & synthesisPrompt designWorkflow automationDocumentationKnowledge systemsProcess analysisVisual prototypingResponsible AI use
Featured playbook
Talent Acquisition Operating Playbook
A 15-chapter operating playbook for designing and scaling a modern Talent Acquisition function—from current-state audit and scorecard design through interview architecture, candidate experience and ATS governance.
Playbook coverage
TA Operating ModelCurrent-State AuditWorkforce PlanningHiring GovernanceScorecard DesignInterview ArchitectureCandidate ExperienceManager EnablementATS & TechnologyAnalytics & DashboardsAI TransformationContinuous Improvement
Preview coming soon
Featured playbook
People Operations Playbook
Building operational clarity across the employee lifecycle.
A visual knowledge map for the systems, frameworks and operating principles behind scalable People Operations.
Manager EnablementEmployee ExperiencePeople SystemsWorkflow GovernanceChange Enablement
Explore the Playbook