Job and role design
Establish the baseline, decision criteria, and evidence gaps before prescribing a move.
14 / Workforce evidence
Design the role before judging the person.
We turn work requirements into structured roles, consistent assessments, and documented hiring evidence that people can review.
Source-conscious researchReviewable working modelsNamed human approvalNo fabricated proof
When to call
The problem is rarely a lack of activity.
It is usually a lack of shared evidence about what matters, what changes next, and who owns the move.
- 01
Interviewers optimize for chemistry over job evidence.
- 02
The role changes after candidates enter the process.
- 03
Feedback is rich in adjectives and poor in examples.
What we do
A complete workforce evidence practice.
Talent operations for role design, scorecards, structured interviews, sourcing plans, and selection governance.
Interview scorecards
Turn fragmented inputs into a working model the accountable team can inspect and challenge.
Selection workflows
Translate the analysis into an owned playbook, sequence, or operating decision.
Compensation research
Define the signals, review rhythm, and thresholds that keep the work useful after handoff.
The working output
Role and selection system
Consistency improves both candidate experience and decision quality.
Decision file / LiveEvidence updated
What evidence will identify the right person fairly?
- Evidence
- Traceable
- Confidence
- Explicit
- Owner
- Named
- Next review
- Defined
Illustrative structure. Findings and recommendations depend on the agreed scope and available evidence.
How the work moves
From ambiguity to an owned next move.
A compact operating method keeps research connected to decisions and prevents the work from disappearing into a presentation.
- 01
Analyze the work
Agree the decision, scope, definitions, owners, and evidence standard.
- 02
Define the evidence
Collect and challenge the information that can materially change the choice.
- 03
Structure the assessment
Turn the analysis into a usable recommendation, model, or operating play.
- 04
Review the decision
Set the review rhythm, thresholds, and learning loop for accountable action.
What changes
Useful work leaves the team more capable.
01Clear role evidence
02Consistent assessment
03Defensible hiring process
Specialist AI workspace
Bring the question into the room.
An AI talent-operations assistant for job analysis, role design, structured interviews, scorecards, sourcing plans, and compensation research. It can prepare analysis, reply drafts, and transparent outreach using the practice knowledge base.
- Grounded in the Talent & Recruiting knowledge pack
- Separates evidence, inference, and assumptions
- Keeps consequential action under human control
AI workspace
Draft-firstWork with the Talent & Recruiting agent.
Human-controlled
Fit and standards
Fast where speed helps. Careful where judgment matters.
Each engagement starts with the decision and its risk. Automation supports the work; accountable people approve material claims and actions.
Best for teams building repeatable, job-related, documented hiring and workforce-planning practices.
Structured, inclusive, evidence-aware, and respectful.
Does not make autonomous employment decisions, infer protected traits, diagnose candidates, or replace qualified HR and legal review.
Accurate, respectful candidate communication without deceptive personalization, pressure, or hidden automated decisions.
A clearer next move
Bring us the decision—not a polished brief.
We will help determine whether this practice fits, what evidence is needed, and the smallest useful way to start.
Discuss the question