Define non-negotiable risks
Fraud, unsafe judgment, required qualification failures or serious safeguarding concerns need a different response from lack of tool familiarity.
Estimate trainability
Consider complexity, time, available supervision and whether the candidate has adjacent evidence that suggests they can learn.
Look for learning behavior
Examples of feedback, deliberate practice and successful skill acquisition can make a gap less risky.
Do not hide requirements
If a capability must exist on day one, state it before candidates invest in the process.
Make proportional decisions
Reject for material risk; create development plans for reasonable gaps; avoid calling every imperfection a red flag.
The Konnected Evidence-Based Hiring Loop
Konnected treats hiring as a sequence of explicit decisions. Employers define the work, identify the evidence that can support each requirement, evaluate candidates consistently, verify material claims, and keep unresolved gaps visible instead of hiding them behind a single score.
- Define — translate the real role into responsibilities, skills, conditions and mandatory requirements.
- Evidence — decide which examples, assessments, documents, references or work samples can support each requirement.
- Evaluate — use structured screening and interviews with comparable criteria.
- Verify — confirm material identity, history or credential claims through an approved process.
- Demonstrate — use practical or work-sample assessment where performance cannot be inferred responsibly.
- Decide — explain what fits, what remains uncertain, and why the hiring decision follows from the role.
What employers should preserve in the hiring record
A defensible hiring decision connects each important criterion to evidence rather than memory or interviewer instinct. Notes should capture the candidate example, work sample, assessment, verification state or unresolved gap that affected the decision.
Different evidence types answer different questions. Verification can confirm a fact; an interview can reveal judgment; a work sample can show applied output; and practical assessment can demonstrate hands-on capability. None of those signals should silently stand in for all the others.
Common questions
Should employers use one overall readiness score?
A summary score can help navigation, but it should never hide the underlying evidence, mandatory requirements or unresolved gaps.
Can transferable experience count?
Yes. When the underlying behavior genuinely maps to the role, transferable evidence can be useful even if the previous job title was different.
What should be verified?
Prioritize claims where confirmation materially affects eligibility, trust, safety or the hiring decision. More checks are not automatically better checks.