FOR RECRUITERS & CAREER COACHES

Your clients are being evaluated before you ever rewrite a word.
COMPAS shows what the record will see.

COMPAS helps recruiters and coaches evaluate client fit against real role criteria, evidence gaps, employer context, and interview readiness — before positioning work begins.

  • Evaluate client fit against role-specific criteria
  • Separate documented evidence from assumptions
  • Identify resume, interview, and positioning gaps
  • Generate coach-ready and client-ready outputs
Coach Review

Sample Evaluation

Amber
COMPAS Index62 / 100

Structured evaluation against role-specific criteria.

Qualification Alignment11 / 20Amber
Evidence Quality10 / 20Amber
Language and Positioning13 / 20Amber
Cultural and Values Fit12 / 20Amber
Interview Readiness16 / 20Green
Primary Coach ActionVerify the highest-risk evidence gaps before strengthening the client-facing narrative.

Most coaching starts after the evidence problem has already formed.

A resume can sound stronger and still fail if the underlying evidence does not match the role. COMPAS shows the coach what is documented, what is missing, what needs verification, and what should not be overstated.

Evidence

What proof already exists in the client record?

A stronger resume still fails if the underlying evidence does not support the role. COMPAS shows what is documented before advice begins.

Positioning

What can be strengthened without exaggerating fit?

Coaches can sharpen language where evidence exists and avoid overstating claims where the record still needs verification.

Readiness

What needs to be verified before the next application or interview?

Unresolved gaps become coaching agenda items, not vague resume problems or unsupported client-facing claims.

Two outputs. One evaluation.

COMPAS gives the coach an internal strategy record and the client a clear action plan.

Coach-facing

Internal Coach Report

A structured coach-facing record showing fit, evidence quality, positioning gaps, risk areas, employer context, and recommended session focus.

  • COMPAS Index
  • 5-dimension scorecard
  • Key observations
  • Key gaps
  • Recommended focus
  • Session flags
Client-facing

Client Action Plan

A practical roadmap for resume updates, evidence development, interview preparation, targeting, and next-session tasks.

  • Priority actions
  • Resume language improvements
  • Evidence to verify
  • Interview prep focus
  • Next-session tasks

How COMPAS structures coaching and candidate positioning.

COMPAS transforms resumes, employer expectations, evidence, and coaching insight into structured positioning records and actionable guidance.

Governance Rail
InputCandidate context captured
AnalysisEvidence mapped to role criteria
ReviewCoach verification before positioning
GuidanceAction record generated
01
Candidate ContextOperational State

Inputs

Resume evidence, target criteria, employer expectations, and client goals enter one controlled intake record before positioning begins.

Role CriteriaEmployer ContextCandidate Signals
Intake record createdEvidence separated from claims
02
Role MappingOperational State

Evaluation Logic

COMPAS maps client evidence against role requirements to surface gaps, verification needs, risks, and positioning opportunities.

Gap DetectionSignal MappingEvidence ValidationPositioning Opportunities
Resume gap identifiedClaim validation required
03
Coach VerificationGoverned Interpretation

Coach Review

The coach receives a governed interpretation layer showing what is strong, what is weak, what needs proof, and what should not be overstated.

Claims Requiring EvidencePositioning RiskOverstatement ReviewStrength Alignment
Evidence weakInterview signal strongCoach judgment preserved
04
Client Action RecordOperational State

Client Guidance

The same record converts review findings into procedural next steps for resume revision, interview preparation, and positioning refinement.

Actionable Next StepsInterview DirectionResume Revision Priorities
Client plan generatedGuidance remains reviewable

See what a governed coaching evaluation produces.

COMPAS outputs are tied to criteria, evidence, status, and next action — not generic resume advice.

COACH REVIEW
62 / 100
AmberSample Evaluation
Qualification AlignmentAmber
Evidence QualityAmber
Language and PositioningAmber
Cultural and Values FitAmber
Interview ReadinessGreen
SESSION STRATEGY

Primary Coach Action

Verify the highest-risk evidence gaps before strengthening the client-facing narrative.

Treat unresolved required criteria as coaching agenda items, not wording issues.

EVIDENCE GAPS
  • No direct proof of following a defined process
  • Limited documentation of remote consistency
  • No evidence of tracking conversations or follow-up
  • Availability and motivation require verification
POSITIONING GUIDANCE
Before

Outreach-adjacent experience is present but not framed around process, tracking, or follow-up.

After

Add verified wording around workflow, follow-up, tracking, reminders, status updates, and attendance coordination where supported.

One evaluation structure. Consistent coaching across every engagement.

COMPAS preserves coaching consistency by structuring candidate evidence, positioning logic, review checkpoints, and action guidance inside one governed workflow.

01
Candidate ContextSystem State

Capture the Target

Resume evidence, role criteria, employer context, and client goals enter a controlled intake layer before coaching begins.

Role CriteriaEmployer ContextCandidate Goals
Intake RecordContext Captured
02
Role MappingSystem State

Evaluate Fit

Client evidence is mapped against role-specific requirements so positioning starts from documented fit rather than assumption.

Positioning SignalsRole AlignmentEvidence Match
Criteria MappingSignal Alignment
03
Verification CheckpointReview Gate

Identify Gaps

Weak framing, unsupported claims, missing proof, and positioning risks are separated before the coach strengthens the narrative.

Claim Validation RequiredPositioning RiskMissing EvidenceInterview Vulnerability
Proof RequiredGovernance Check
04
Coach GovernanceSystem State

Plan the Session

The coach receives a governed intervention agenda for what to verify, refine, strengthen, and avoid overstating.

Review PrioritiesVerification AgendaFraming AdjustmentsInterview Strategy
Session LogicControlled Refinement
05
Action RecordRecord State

Generate Outputs

The coach report and client guidance are produced as structured, reviewable action records from the same evaluation framework.

Coaching ReportInterview GuidanceResume Revision PlanPositioning Actions
Finalized RecordAction Guidance

Governed coaching means the record holds up.

COMPAS keeps coaching recommendations evidence-led, reviewable, and grounded in documented client fit.

Evidence before advice

Recommendations begin with what the client can actually support.

No overstated fit

The system separates real strengths from unsupported claims.

Coach remains in control

COMPAS structures the review. The coach decides how to use it.

Client guidance is explainable

Each action connects back to evidence, role criteria, or interview readiness.

Governed Coaching

Structured coaching begins with evidence, not assumptions.

COMPAS structures coaching, positioning, and candidate guidance into reviewable evaluation records with clear evidence, gaps, and next actions.

COMPAS supports structured evaluation, documentation, and decision clarity. Human reviewers remain responsible for final decisions.