Compliance & Quality Assurance.
Help reviewers focus on cases that need attention. A scoped assistant checks records against your documented procedures, links potential issues to evidence, and prepares a review queue for your specialists.
Connected steps.
Clear responsibilities.
We start with a narrow review task and an agreed checklist. Automated checks surface potential issues; trained reviewers validate findings and retain responsibility for decisions.
Collects only the approved case or interaction records needed for the review, with source references and access controls.
Selects the relevant approved procedure and policy version, then maps the review to an explicit checklist.
Checks missing fields, skipped steps, and potential inconsistencies. Every flag retains its supporting evidence.
Prepares the findings for a trained reviewer to accept, reject, or investigate. It does not make regulated or high-impact decisions.
Records reviewer outcomes and policy versions, then summarises recurring issues to support training and audit preparation.
Coordinates the agreed workflow, retries failed integrations, and records handoffs so staff can inspect what happened.
A case is ready for review.
The evidence is ready too.
Illustrative workflow: a completed support case is checked against an approved QA checklist. A missing verification step is flagged with the relevant source and policy version. A reviewer checks the evidence and records the outcome.
What we need from you.
One documented checklist or procedure and a clear definition of what the assistant should flag.
Representative cases with reviewer decisions, including examples of acceptable exceptions.
Approved data sources, retention requirements, reviewer access, and the records permitted in the workflow.
A qualified reviewer who validates findings, measures false positives, and owns all consequential decisions.
From kick-off to live.
Map the current process, confirm integration access, and agree the pilot boundaries and success measures.
Connect the agreed sources and tools, configure business rules, and prepare the staff handoff.
Test representative and exception cases with your team. Review quality and permissions before expanding access.
Launch the agreed scope with monitoring, named owners, and a maintenance plan. Timing depends on integrations and review needs.
Start with one auditable review workflow.
Book a scoping call to define the checklist, evidence requirements, and human review process. We will assess fit before agreeing a pilot.