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SMEG Request Conversation
Audit Firm Design Partners

Give your auditors a stronger first-pass SNF therapy review workflow.

SMEG is building a reviewer-controlled workbench for audit firms that evaluate skilled nursing PT, OT, and SLP documentation. The software organizes potential findings and evidence; your reviewers retain final judgment.

No PHI by email or through public forms. Start with organization-level details only.

Designed around reviewer control

Confirm or modify findings
Dismiss false positives
Escalate complex questions
Require QA before delivery
Preserve source and decision history
The product direction

A reviewer workbench—not autonomous audit conclusions.

SMEG is intended to reduce repetitive first-pass work, improve review consistency, and keep source support attached to findings. It is not positioned as a replacement for licensed clinicians, auditors, compliance leadership, payer guidance, or legal review.

More consistent first-pass review

Apply the same controlled screening workflow across reviewers, clients, facilities, and engagements.

Evidence kept with the finding

Keep source title, citation, scope, effective date, and reviewer disposition connected to each retained item.

Human authority stays visible

The reviewer—not the software—confirms the interpretation and approves what reaches the client.

SNF therapy specialization

Focus the workbench on PT, OT, and SLP documentation in skilled nursing and post-acute review workflows.

Partner-controlled delivery

Support co-branded reporting while the audit firm maintains its client relationship and final review process.

Learning without hidden automation

Track confirmations, modifications, dismissals, escalations, and QA decisions as an auditable review history.

Reviewer workflow

From engagement setup to approved client report.

01

Open an engagement

Organize work by audit firm, client organization, facility, payer/benefit, and episode—without mixing Medicare Part A and Part B logic.

02

Run the first-pass screen

SMEG organizes potential documentation-risk findings, source support, and reviewer priorities. The software does not issue the final professional opinion.

03

Validate every retained finding

Reviewers confirm, modify, dismiss, or escalate findings. High-priority items can be routed through a second-level QA review.

04

Deliver the approved report

Generate a leadership-ready, partner-branded report only after the authorized reviewer completes the human-review gate.

Bounded design partnership

Validate the workflow before discussing production.

  • A 20-minute, no-data workflow-fit conversation
  • A small workflow session using SMEG-supplied synthetic cases only
  • One bounded SNF therapy review question and named qualified reviewers
  • Reviewer dispositions, modifications, potential misses, missing context, and time measurement
  • A fixed-scope paid synthetic calibration only if the first session shows enough value
  • A written proceed, revise-and-retest, or stop decision before any broader deployment
Required boundaries

AI flags. Human reviewers decide.

  • AI-assisted findings remain preliminary until an authorized human reviewer acts on them.
  • SMEG does not determine medical necessity, approve billing, certify compliance, or guarantee payer or denial outcomes.
  • The audit firm retains responsibility for its engagement scope, final professional interpretation, and client delivery.
  • Real PHI is not accepted until BAA, security, authorization, retention, deletion, and secure-intake requirements are approved.
  • The current design-partner environment begins with SMEG-supplied synthetic information only.
Design partner conversation

Bring one real reviewer workflow—not a generic AI wish list.

We will map the current first-pass process without requesting data, demonstrate the workbench with SMEG-supplied synthetic cases, and determine whether a fixed-scope paid synthetic calibration is justified.