General SurgeryNever EventsPlaintiff-side

Built for never-events + judgment claims.
AI deposition trainer with Universal Protocol + AORN depth.

Surgical cases break into two cleanly separated categories: NQF "never events" (wrong-site, retained items) that the Universal Protocol exists to prevent, and judgment claims (anastomotic leak recognition, CBD/ureter injury, post-op bleed). Each needs a different cross. Generic depo-prep AI runs neither. This one runs both.

Try the 2-min surgery demo → All specialties
13
Surgery failure modes
3
Joint Commission / AORN / NQF guidelines
2
cross-exam architectures (never-event + judgment)

Why a surgery-specific trainer matters

Wrong-site surgery and retained surgical items are on the NQF "never event" list because they're considered preventable by definition. The Universal Protocol (pre-procedure verification + site-marking + time-out) and the AORN four-count standard exist precisely to make these events impossible. When they happen, the chart almost always shows a protocol deviation — abbreviated time-out, unmarked site, unresolved count discrepancy. The cross-exam architecture locks the witness into "judgment vs protocol" framing and walks through each deviated step.

For anastomotic-leak and CBD-injury cases, the cross is different: time-to-recognition + Strasberg Critical View of Safety + the post-op vital trend that should have triggered re-exploration earlier.

The 13 failure modes

Sev 9

Time-out skipped or abbreviated

Witness can't recall the full Universal Protocol time-out elements; chart shows abbreviated documentation.

Sev 9

Count-discrepancy unresolved at close

AORN count process shows discrepancy; chart doesn't document resolution before cavity closure.

Sev 9

Retained-object causation admission

Witness concedes the retained item caused the harm — bypasses every reasonable-physician defense.

Sev 9

Site-marking deviation

Universal Protocol requires the surgeon to mark the site. Chart shows site not marked or mark obscured.

Sev 9

Intra-op injury not recognized

CBD or ureter injury not recognized intraoperatively; recognized days later when patient decompensates.

Sev 9

Op note inconsistent with reality

Op note describes a Critical View of Safety achievement; pathology or imaging shows otherwise.

Sev 9

Universal Protocol checklist not used

Hospital-required Universal Protocol checklist absent from chart entirely.

Sev 8

Anastomotic-leak recognition delay

Post-op vital trends (tachycardia, fever, leukocytosis) didn't trigger leak evaluation; recognized at decompensation.

Sev 8

Resident-blame on technique

Attending blames the resident for the intra-op step that went wrong.

Sev 8

Volunteered complication rate

Witness volunteers their own complication rate as "low" without supporting evidence — invites discovery on outcomes.

Sev 7

"Judgment call" framing of a protocol step

Witness re-characterizes a violated protocol step (time-out, count) as "judgment" — fails the impeachment trap.

Sev 7

Post-op handoff blame

Witness blames the covering surgeon or hospitalist for the post-op recognition failure.

Sev 6

Categorical consent claim

"I always discuss bile-duct injury risk" — one chart without it destroys credibility.

The signature impeachment trap

"Judgment call vs. protocol violation"

Force the witness to draw a clean line between surgical judgment and protocol step. For each protocol step the AI offers the published standard. The witness stipulates to multiple protocol violations in one sequence.

"Difference between surgical judgment and protocol step, right?" → "Yes."
"Time-out is a protocol step?" → "Yes."
"Site-marking is a protocol step?" → "Yes."
"The count is a protocol step?" → "Yes."
"In this case, time-out was abbreviated, site was not marked, count was discrepant at closure."

Why this lands: the witness has just stipulated to three protocol violations in a row. Each one is a "never event" precursor.

The 3 cited guidelines

Joint Commission Universal ProtocolPre-procedure verification + site marking + time-out — the wrong-site-surgery canon. Mandatory at every Joint Commission-accredited facility.
AORN Guideline for Prevention of Retained Surgical ItemsFour-count standard (initial, before closure, before skin, final) + discrepancy-resolution requirements. The "you closed with a missing count" canon.
NQF Serious Reportable Events listWrong-site, wrong-patient, retained-item events designated as "never events" by the National Quality Forum. Used in jury argument to establish preventability.

FAQ

How is this different from generic AI deposition tools?

The trainer loads the surgery specialty pack as soon as you tag the case. The AI examiner runs the Universal Protocol drilldown on wrong-site/retained-item cases, the Strasberg CVS canon on CBD-injury cases, and the post-op vital trend on anastomotic-leak cases. Specialty-specific medical terms (Universal Protocol, time-out, AORN, surgical count, NQF, never event, anastomotic leak, common bile duct, Strasberg, critical view of safety, lap chole, SAGES) are recognized in your witness's voice.

Does it work for defense expert prep too?

Yes. Flip to expert-prep mode and the AI runs as hostile plaintiff counsel against your defense surgeon. Same 13 failure modes surface vulnerabilities pre-depo so you patch them.

What case types should I bring to it?

Wrong-site surgery, retained surgical item, CBD/ureter injury during lap chole or GYN procedure, anastomotic leak with delayed recognition, post-op bleed not recognized, intra-op injury not addressed.

Pricing?

Bundled in MedLegal AI Pro ($49/mo) for 1 user, Professional ($249/mo) for 5 users, or Firm ($499/mo) for 20 users. Free 14-day trial, no credit card. Pay-per-analysis $19/run.

Start with the 2-minute surgery demo

No signup, no mic. Sample case shows the cross-exam architecture; the AI uses this same approach on wrong-site, retained-item, and anastomotic-leak cases.

Run the 2-min demo → Start free 14-day trial

Deposing a general surgery expert on the other side? See questions to ask a general surgery expert witness at deposition.