Talent acquisition is at an inflection point. As hiring models grow more complex and business needs evolve at an accelerating pace, most organizations recognize that fragmented tools and manual coordination are slowing them down. Yet the path forward isn’t always clear. Systems of Execution (SoE) represent what Everest Group deems the next evolution in talent acquisition technology—but they’re not a destination you reach overnight. They’re a journey that requires intentional, incremental progress.
If you’re a TA leader wondering where to start, here are practical steps you can take today to begin moving your organization toward more connected, intelligent and execution-driven hiring.
Start with an Honest Assessment
Before investing in new technology or processes, understand where you stand. Most enterprises today remain in what we call the “Foundational” stage, where talent acquisition systems operate in silos and execution depends heavily on manual coordination. It’s important to understand where your gaps are. This clarity will help you prioritize improvements that actually move the needle.
Action step:
Conduct a readiness assessment across the five key dimensions from the Everest Group research:
- Data flow and integration: Can your systems share candidate information in real time, or do recruiters manually transfer data between tools?
- Process reliability: Do your workflows run consistently, or do they require constant frequent human intervention to keep moving?
- Decision logic: Are your routing and escalation rules clearly defined and automated, or do recruiters make these decisions ad hoc?
- Workforce capability: Can your team work effectively alongside automated workflows, understanding when to intervene and when to let systems run?
- Governance maturity: Do you have clear ownership, escalation paths and oversight mechanisms in place?
Fix Your Data Foundation First
SoE cannot function without clean, connected data. If your ATS, CRM, HRIS and other systems don’t share reliable information, no amount of automation or AI will help. This is an essential step toward frictionless execution.
Action steps:
- Audit your current data landscape. Identify which systems hold critical candidate and requisition data, and map how (or whether) they currently connect.
- Establish clean identifiers across systems so candidate records, job requisitions and hiring manager information can be matched reliably.
- Implement data governance protocols that define who owns different data elements, how they’re maintained and who can access them.
- Address data quality issues systematically—deduplicate records, standardize formats and establish validation rules at the point of entry.
Connect Before You Orchestrate
Many organizations confuse integration with orchestration. Connecting your ATS to your interview scheduling tool enables data flow, but it doesn’t coordinate decisions or trigger intelligent actions across your entire workflow. True orchestration interprets context and actively routes decisions and actions based on real-time conditions.
Action steps:
- Start by establishing basic integrations between your core systems. If your ATS and HRIS don’t communicate seamlessly, begin there.
- Look for workflow bottlenecks where handoffs consistently break down—between recruiters and hiring managers, between screening and interviewing, between offer approval and onboarding.
- Implement integrations that eliminate these friction points but recognize this is just the first step toward true orchestration.
- Document your current workflows end to end so you can identify where automation would have the greatest impact.
Automate Strategically, Not Universally
Automation is essential to SoE, but not all automation moves you toward execution-led models. Task-level automation—like auto-scheduling interviews or RPA rules—is helpful, but impact is limited. True SoE require adaptive workflows that adjust to changing inputs, learn from outcomes and route decisions intelligently across the full hiring lifecycle.
Action steps:
- Identify multistep workflows where delays and errors frequently occur. These are your best candidates for orchestrated automation.
- Start with workflows that have clear routing rules and predictable decision points—requisition approvals, candidate screening based on defined criteria, or background check initiation.
- Build feedback loops so workflows can learn and improve. If certain candidates consistently advance past screening but fall short in interviews, your screening criteria may need adjustment.
- Resist the temptation to automate everything immediately. Focus on workflows where consistent execution creates measurable value.
Prepare Your Workforce for the Shift
Technology alone won’t create an execution-led talent acquisition function. Your recruiters, hiring managers and HR teams must learn how to work alongside automated workflows—including knowing when human intervention is required for exception handling, judgment calls and ensuring fair, compliant execution.
Action steps:
- Provide training that helps recruiters understand when to intervene in automated workflows and when to let them run. Learn more about how AI is changing the role of the recruiter.
- Clarify decision rights. Who can override an automated routing decision? Who escalates exceptions? What requires human review?
- Build confidence through transparency. Help your team understand how automated decisions are made so they trust the system and know when to question it.
- Create feedback mechanisms where recruiters can flag when automation isn’t working as intended. Their insights will help you refine workflows over time.
Establish Governance Before Complexity Grows
As automation and AI become more embedded in your TA processes, governance becomes critical. Without clear ownership, escalation paths and oversight, systems can fail in ways that negatively impact candidates, violate compliance requirements or erode trust.
Action steps:
- Define clear ownership for each element of your TA technology stack and the workflows they support.
- Establish escalation protocols for when automated workflows encounter exceptions or edge cases.
- Implement monitoring and oversight mechanisms so you can identify when workflows aren’t performing as expected.
- Build fairness and compliance checks into decision-making stages, particularly around screening, assessment and offer decisions. As you embed AI and agentic decisioning, responsible AI practices become non-negotiable.
Consider Partner Support for Complex Capabilities
Many organizations lack the internal expertise to manage complex integrations, implement policies or maintain adaptive workflow automation at scale. Partners with operational expertise can accelerate progress while reducing implementation risk. At PeopleScout, our proprietary Affinix® technology and deep talent advisory expertise enables us to help organizations advance toward execution-led models while maintaining the human connection that matters in hiring.
Action steps:
- Evaluate which capabilities you can build and maintain internally versus which require external support.
- Look for partners who understand both TA operations and the technical architecture required to support execution-led models.
- Ensure any partner engagement includes knowledge transfer, so your internal team builds capability over time.
Set Realistic Expectations
The most important tactical step may be managing expectations—both your own and those of senior leadership. SoE represent a long-term evolution, not an immediately attainable end state. Most organizations will progress gradually through foundational improvements before reaching truly orchestrated or adaptive stages.
Action steps:
- Frame your SoE journey as incremental progress across multiple dimensions rather than a single transformation initiative.
- Communicate transparently about where your organization stands and what progress looks like at each stage.
- Celebrate wins along the way—improved data quality, reduced time-to-hire for specific roles, a more consistent candidate experience and more.
- Resist pressure to deploy advanced capabilities before foundational elements are in place.
Moving Forward: Know Where You Stand
PeopleScout is proud to present Everest Group’s comprehensive report, Systems of Execution: The Next Evolution in Talent Acquisition Technology. It includes a detailed SoE maturity assessment framework, with diagnostic questions across all key readiness dimensions. Download the full report to:
- Evaluate your current position on the four-stage maturity curve (Foundational, Developing, Orchestrated or Adaptive)
- Access the complete readiness assessment with targeted questions for each dimension
- Understand the specific capabilities required to progress from one stage to the next
- Learn about common misconceptions that prevent organizations from advancing toward SoE
- Explore detailed use cases showing how SoE will transform specific TA processes
Download your copy to map the path forward.
