1. Screening
  2. Evaluation
  3. Decision
  4. Offer
  5. Assimilation

Assimilation

Turn project preparation into demonstrated work

Connect the joiner’s role with the project knowledge and practical preparation it requires. Bring learning, assignments and reviewer feedback into the assimilation record.

Illustrative Project Training Agent workflow connecting project preparation, applied work, reviewer feedback and milestone evidence.
Automation Impact

Training is useful when it helps someone deliver the work

Completing material does not establish readiness on its own. Project preparation should connect what the person learns with the work they attempt, the feedback they receive and the support they still need.

Illustrative project training workflow showing a runbook, practical assignment, work artifact, reviewer feedback and follow-up support.
Project Training Agent Capabilities

Connect project knowledge with practical work

Project context

Connect learning to the project’s goals, responsibilities and ways of working.

Role-based material

Organize the standards, playbooks and reference material relevant to the role.

Practical assignments

Define work that gives the joiner a chance to apply the required knowledge.

Named reviewers

Make responsibility for feedback and assessment explicit.

Support needs

Identify areas needing explanation, practice or manager action.

Milestone evidence

Carry reviewed work and feedback into the 30, 60 and 90-day check-ins.

Illustrative project preparation record containing a learning plan, applied work, human reviewer feedback and follow-up support.
Review record

A project preparation record connected to real work

Bring the learning plan, attempted work, reviewer feedback and agreed support actions into one preparation record.

Learning plan

The material and activities relevant to the role and project.

Applied work

The assignments or artifacts used to demonstrate understanding.

Reviewer feedback

Comments and assessments from the named reviewer.

Follow-up support

Agreed actions before the next milestone review.

FAQs

Frequently asked questions

How is this different from onboarding?

Onboarding establishes readiness and context. Project Training focuses on applying the knowledge needed for the assigned work.

Does completing training confirm role fit?

No. Completion is one input. Role fit depends on reviewed evidence against the expectations published for the role.

Who evaluates the practical work?

A named human reviewer responsible for the relevant project or competency.

How does training connect to Day 90?

Reviewed assignments, feedback and support actions contribute to the evidence considered in the final role-fit review.

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