Canopy: Secure hiring systems by design
Canopy is Aspen Analytics’ trust framework for modern hiring. It helps organizations govern hiring systems, validate whether risk still exists, and verify authenticity where it matters most.
Risk in hiring does not appear in one place. It accumulates across decisions, tools, and workflows—often faster than oversight can keep pace. Canopy brings these layers together through a connected lifecycle of Govern, Scan, and Verify.
Each component plays a distinct role, but Canopy is designed to function as a system: governance defines the standard, scans test reality, and verification protects high‑impact roles.
The Canopy Layered Approach
Canopy secures hiring systems through three interconnected layers. Each layer addresses a different class of risk, and each builds on the one before it. While organizations may engage individual components, Canopy is designed to operate as a system—moving from governance, to validation, to assurance.
Layer 1 | Govern
Define and operationalize responsible hiring practices
Govern establishes the foundation. It translates regulatory expectations, ethical standards, and organizational risk tolerance into practical governance that teams can actually follow.
This layer focuses on:
- Clarifying acceptable and unacceptable hiring practices
- Establishing controls for AI, automation, and third‑party tools
- Training teams and decision‑makers on defensible behavior
- Providing reference materials, guidance, and artifacts that persist beyond training sessions
Govern answers a simple but essential question:
Do we clearly understand what responsible hiring looks like in our organization?
Without governance, downstream controls lack context—and risk becomes reactive by default.
Layer 2 | Scan
Validate whether risk still exists after governance is in place.
Scan is the proof layer.
Once governance has been implemented, organizations need more than confidence—they need evidence. Scans provide structured, point‑in‑time assessments that evaluate whether real‑world practices align with defined standards.
This layer focuses on:
- Assessing hiring workflows, tools, or datasets against governance expectations
- Identifying residual risk, drift, or gaps in implementation
- Producing documented outputs that support internal oversight or external scrutiny
Scan answers the question:
Are our controls working as intended—or does risk still exist?
Scans connect intention to reality. They prevent governance from becoming static and expose issues before they escalate.
Layer 3 | Verify
Deliberately slow down fraud and protect select critical roles.
Verify is designed to introduce intentional friction into the hiring process—where speed, scale, and automation have made fraud easy and trust brittle. Verify is intentionally selective. It is applied where trust matters most—not where speed alone is the priority.
As fake applicants, bulk‑apply bots, and AI‑generated identities increase, risk is no longer limited to compliance or governance. It becomes operational and human: overwhelmed recruiters, compromised systems, and real candidates crowded out by synthetic activity.
Verify addresses this by focusing narrowly and purposefully on:
- Critical and high‑impact positions, not every role
- Applicant authenticity, not resume optimization
- Friction as a control, not an inconvenience
This layer uses methods such as voice‑based interviews and interaction checkpoints to slow automated or malicious actors while allowing legitimate applicants to proceed. The goal is not efficiency at all costs, but defensibility and trust where failure carries real consequence. Verify focuses on:
- Disrupting bulk‑apply automation and scripted applicant behavior
- Reducing exposure to cyber fraud, impersonation, and synthetic identities
- Protecting hiring teams from downstream security and reputational harm
- Preserving humanity in hiring by ensuring real people are engaging with real decisions
Verify answers a different question than the other layers:
Are we creating enough friction to stop bad actors—without breaking the experience for legitimate candidates?
When governance establishes expectations and scans confirm baseline controls, Verify applies targeted, human‑centered assurance at the point of greatest risk.