VetCaseIQ
For licensed veterinary professionals

How VetCaseIQ Works

VetCaseIQ turns messy veterinary case information into a structured clinical review: evidence, differentials, do-not-miss risks, missing information, and next-step considerations.

What it does

What VetCaseIQ does

Organizes the case

History, exam findings, labs, imaging notes, and uploaded text into one structured review.

Spots patterns and contradictions

Identifies clinical patterns across findings and flags where evidence disagrees.

Builds a differential list

Each differential comes with supporting evidence and caveats, not just a name.

Highlights do-not-miss risks

Surfaces possibilities that carry real risk if overlooked, and how urgently to follow up.

Summarizes what's missing

Calls out missing information that could materially change the interpretation.

Condensed or detailed

A condensed view for a fast scan, and a detailed view for deeper analysis.

Scope and limits

What VetCaseIQ does not do

Read this before relying on any generated report.

Clear boundaries

  • It does not replace a veterinarian.
  • It does not produce a final diagnosis.
  • It does not make treatment decisions.
  • It does not guarantee that every relevant condition is included.
  • It should be used as a clinical reasoning support tool, not a standalone medical authority.

The workflow

Five steps, start to finish

1

Enter the case

Paste clinical history, exam findings, lab results, imaging notes, or uploaded extracted text.

2

Generate the report

VetCaseIQ reviews the case and organizes the evidence into a structured report.

3

Review the differentials

Compare likelihood, urgency, evidence strength, supporting findings, contradictions, and missing information.

4

Switch views

Use Condensed View for quick clinical scanning or Detailed View for full review.

5

Save the case

Save the report to your account so you can reopen, print, or export it later.

Understanding the report

What the scores mean

Scores are decision-support signals, not final clinical judgments.

Likelihood

How strongly the available case evidence supports a differential.

Urgency / follow-up

How important it is to address or rule out the condition in a timely way.

Evidence strength

How much objective or case-specific support exists.

Completeness

How much key information is available versus still missing.

Do-not-miss

Conditions that may carry meaningful risk if overlooked, even when certainty is incomplete.

Two ways to read a report

Condensed View vs Detailed View

Condensed View

  • Fast scan
  • Top differentials
  • Do-not-miss items
  • Recommended next steps
  • Key missing information

Detailed View

  • Full evidence review
  • Expanded differential reasoning
  • Contradictions / caveats
  • Literature support when available
  • More complete clinical context

Saved cases and privacy

Private to your account

How saved cases are handled

  • Saved cases are tied to the logged-in account that created them.
  • Other accounts cannot view a user's saved cases.
  • Full case/report JSON is encrypted at rest using server-side encryption.
  • Pet name, species, and case metadata may be stored separately to support sorting and search.
  • Users can delete saved cases.

VetCaseIQ uses practical safeguards appropriate for early controlled testing, including account-level access control and encrypted clinical payload storage.

Best use cases

Where VetCaseIQ helps most

Second-pass case review
Complex internal medicine workups
ER / urgent care differentials
Lab trend interpretation support
Do-not-miss checklist
Referral or consult prep
Teaching / learning clinical reasoning

Ready to review a case?

VetCaseIQ is a veterinary clinical reasoning support tool. Reports should be reviewed by a licensed veterinarian and interpreted in the context of the full patient record, physical exam, diagnostics, and clinical judgment.

For veterinary professionals. Research support only. Not a diagnostic or treatment tool.