TPPC turns rough notes about candidate compliance, onboarding, timesheets, or payroll exceptions into a decision-grade workflow review: the bottleneck, safest AI-assist step, human boundary, evidence gaps, and rollback path.
TPPC does not recommend replacing recruiters, compliance owners, or payroll approvers. It isolates the coordination and evidence work that can be tested without handing a consequential decision to AI.
Reviewers reopen files, chase missing evidence, and reconcile conflicting status fields.
Assemble an evidence pack, detect missing items, and flag contradictions for review.
A qualified person retains the final right-to-work, clearance, and placement decision.
Candidate, recruiter, compliance, payroll, and client updates drift across systems and inboxes.
Summarize the current state, draft the next action, and route exceptions to the right owner.
People approve contractual changes, sensitive exceptions, and the final start decision.
Teams investigate missing approvals, mismatched hours, duplicate records, and late corrections.
Collect the evidence trail, classify the exception, and prepare a resolution recommendation.
An authorized operator approves pay-affecting corrections and escalated disputes.
The review challenges the opportunity before it recommends implementation. A fast “no” can be more valuable than an expensive experiment built on weak evidence.
TPPC separates the expensive coordination step from the legal or commercial decision around it.
The review names the records, baseline, exceptions, and success measure needed before a pilot is funded.
Human approval, fallback behavior, and rollback are explicit deliverables—not assumptions hidden in a demo.
The result can recommend a pilot, require more evidence, or reject automation when the risk is not justified.
UK guidance does not make “human in the loop” a decorative label. The operating design must show where people review evidence, exercise judgment, correct the system, and remain accountable for consequential decisions.
The ICO emphasizes consistent, meaningful human involvement where automated recruitment decisions affect people.
Procurement and deployment guidance highlights assurance, bias, exclusion, and discrimination risks.
The employer remains responsible for completing the prescribed checks and retaining the required evidence.
Use the evidence packet, value calculation, stop metrics, and reversible 30-day rollout checklist before choosing a vendor.
These sources inform the decision context. TPPC is not endorsed by the ICO or the UK Government and does not provide legal advice.
If the review supports a larger TPPC pilot, the fee is credited when that pilot starts within 30 days.
No. TPPC reviews the operating workflow and recommends where AI may assist. Employment, eligibility, clearance, pay, and placement decisions should remain with the organization and its qualified decision owners.
No. Use anonymous labels such as Candidate A, Client B, Queue C, or System D. TPPC needs the workflow shape, failure modes, evidence types, and decision boundaries—not confidential records.
No. A defensible result may be “hold,” “collect evidence first,” or “do not automate this decision.” Avoiding the wrong pilot is part of the value.
It produces the full decision brief and executive PDF: current-state map, ranked AI opportunity, human boundary, risk register, evidence plan, rollback path, and 30-day recommendation. No subscription or meeting is required.