Clinical knowledge, shared.
Veterinary medicine advances through evidence, experience and the exchange of clinical perspectives.
VAI Exchange brings veterinary professionals together around real clinical questions, cases and professional discussion, creating a structured environment for knowledge to be shared, challenged and developed.
More than a discussion thread.
Most clinical discussion disappears into a chronological feed. VAI Exchange is designed to give a discussion a shape, so that it can become useful professional knowledge instead.
- 01
Clinical question
A focused question about a real case or a clinical uncertainty.
- 02
Case context
The signalment, the findings and what has been done, so every perspective responds to the same facts.
- 03
Professional perspectives
Colleagues and specialists share how they would approach it, and why.
- 04
Evidence and discussion
Published evidence stays distinct from opinion, and the discussion can challenge both.
- 05
Synthesis
Where perspectives agree, where they differ and what remains open, brought together in one place.
- 06
Follow-up and outcome
What was decided, what happened next and what was learned.
VAI Exchange is in Expert Preview. These steps are demonstrated with illustrative content, and parts of the flow, such as evidence panels and discussion synthesis, are being introduced progressively. None of it is shown as live community activity.
Built around clinical context.
A clinical discussion is only as useful as its context. VAI Exchange is designed around the case, so that perspectives respond to the specifics rather than to generalities.
Exchange provides professional discussion and perspectives. It does not provide a diagnosis, and it does not replace the judgement of the clinician responsible for the patient.
- Diagnostic uncertainty
- Difficult or unusual cases
- Interpretation of findings
- Management approaches
- Clinical reasoning
- Treatment challenges
- Follow-up and outcomes
- Professional questions
- Specialist and peer perspectives
One case. Different perspectives.
Difficult clinical problems rarely have a single useful point of view. Exchange creates space to compare how colleagues approach the same case: what they prioritise, where they agree, where they differ, what evidence informs the discussion and what remains uncertain.
Agreement among colleagues is not the same as evidence. Exchange shows perspectives side by side. It does not treat a consensus as clinical truth.
Recurrent superficial pyoderma in a 6-year-old Labrador Retriever
Recurrence changes the clinical question from how to manage this episode to why recurrence is occurring.
I would want to know what happened between episodes: the duration and adherence of earlier courses, and whether cytology was repeated.
I would not stop at the skin. Systemic clues change the order of thinking.
- Areas of agreement
- Recurrent disease warrants investigation beyond the current skin lesions.
- Differing perspectives
- The order in which allergic, endocrine and infectious factors should be investigated.
- Questions still open
- Has culture and susceptibility testing been performed during a recurrent episode?
Know what you’re reading.
Different forms of veterinary knowledge carry different authority. VAI is designed to make that difference visible rather than blur it.
Published research and guidelines, with their sources. This is the kind of knowledge Ask VAI draws on and cites.
How a veterinary specialist or experienced clinician approaches a problem, clearly attributed as perspective and never presented as evidence.
The wider conversation between colleagues. Valuable for seeing how others think, and never treated as validated evidence.
Content shared in Exchange is not added to Ask VAI’s evidence base. Community opinion informs a discussion. It does not change what counts as evidence.
The case doesn’t end with the question.
Veterinary communities hold many good questions and rarely show what happened next. Exchange is designed to keep the clinical journey together, where the clinician chooses to share it.
In the Expert Preview, follow-up is demonstrated with an illustrative case.
- 01 Initial question
- 02 Professional perspectives
- 03 Clinical decision
- 04 Follow-up
- 05 Outcome
One platform. Five connected capabilities.
Exchange is one of the reasons VAI exists, and it works alongside the rest of the platform.
- VAI Pulse
Helps clinicians stay connected to the evidence.
- Ask VAI
Helps clinicians explore evidence and reason through clinical questions.
- VAI Practice
Helps clinicians rehearse clinical reasoning and communication.
-
Exchange
VAI ExchangeConnects clinicians around cases, questions and professional perspectives.
- VAI Veterinary Academy
Develops structured professional capability.
Professional infrastructure for clinical knowledge.
VAI Exchange is built for veterinary knowledge sharing between professionals. It is not a general social network.
- Companion-animal veterinarians
- Veterinary specialists
- Experienced clinicians
- Early-career clinicians
- Clinical educators
Introduced progressively, with the professionals who shape it.
VAI Exchange is being introduced progressively as part of the VAI professional platform.
We are beginning with veterinary professionals who can help shape the quality, structure and clinical standards of the community.