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AI + HUMAN REVIEW

AI + Human Review

AI Speed, With Human Sign-Off.

AttestaAI produces the first-pass chronology. A trained reviewer reads the full case, validates every entry, and a senior reviewer signs off before it reaches you.

WORKFLOW

FOUR STAGES

01

AI First Pass

Automated

02

Human QC & Validation

Checked

03

Senior Sign-Off

Approved

04

Quality Audit

Delivered

BEST FOR MOST CASES

SAVES UP TO 55%  VS. IN-HOUSE

THE HYBRID MODEL

SPEED + JUDGMENT

Faster Than Manual. More Accurate Than AI Alone.

AI alone is fast but unverified. Manual review is trusted but slow. The hybrid model runs both in sequence: the AI absorbs the reading and structuring that used to consume the first week, and a trained reviewer spends their hours on judgment instead of transcription. Nothing is skipped. The sequence is just reordered so the expensive resource is used where it actually counts.

WHAT THE HUMAN ADDS

Verification Is Only Half the Pass.

The reviewer confirms each entry against its source page, then adds what a model can’t reliably produce: the significance of a treatment gap, the relevance of a prior condition, the contradiction between two providers’ notes, the detail that matters for this specific case. The result is a file you can cite without checking it first.

TREATMENT-GAP SIGNIFICANCE

PRIOR-CONDITION RELEVANCE

PROVIDER CONTRADICTIONS

CASE-SPECIFIC DETAIL

BEST FOR

When to Choose AI + Human.

Most cases. When you want AI-driven speed and cost savings without giving up the trust and customization of a human-reviewed deliverable. It’s the model most of our clients use.

MOST CASES

SPEED + SAVINGS

HUMAN-REVIEWED

CUSTOMIZABLE

“
We receive superbly organized files, reliable medical summaries, accurate data extraction and rapid turnaround.

PETER T.

Republic Document Management

Other Models

Considering a faster model?

The manual standard: every page read by hand, zero AI involved.

The AttestaAI engine end to end. Delivered in hours, not days, on a full-production read.

CLOSING CTA

Try the Model Most of Our Clients Use.

500-page free trial. No credit card, no commitment. Cases under 500 pages are on us.

AI FIRST PASS  ·  HUMAN QC  ·  SENIOR SIGN-OFF  ·  QUALITY AUDIT