AI response evaluation
Review medical answers and compare model outputs against agreed criteria for accuracy, completeness, clinical reasoning and potential harm.
DELIVERY: SCORES + EXPLAINED FINDINGSSPECIALIST MEDICAL AI EVALUATION
Clinical judgement.
A clearer view of AI.
Medical expertise, applied to the details that matter. We help AI teams understand where their clinical content is sound, where it falls short, and what needs to change.
NEUROSURGERYORTHOPAEDICS & TRAUMASHARED SPINE EXPERTISE
WHAT WE DO
Expert insight.
Usable feedback.
Focused evaluation work for medical AI developers, clinical content teams and specialist data partners.
Specialist scenarios & rubrics
Develop fictional clinical scenarios, reference responses and assessment criteria grounded in the relevant specialty and intended use.
DELIVERY: CASES + REVIEW CRITERIAClinical content review
Check generated summaries and educational content for factual errors, important omissions and unsupported conclusions. Provide actionable corrections.
DELIVERY: ANNOTATIONS + CORRECTIONSA CLEAR REVIEW PROCESS
From a defined question
to explained findings.
Agree the scope first. Make the criteria explicit. Keep the reasoning behind every finding visible.
- 01
Scope
Define the use case, specialty, language and output format. Confirm the appropriate reviewer.
- 02
Calibrate
Review a small sample together and agree how the scoring criteria should be applied.
- 03
Evaluate
Record scores, supporting explanations and proposed corrections. Resolve or flag uncertainty.
- 04
Deliver
Return structured findings, recurring error patterns and a discussion of the results and limits.
SPECIALTY MATCHING MATTERS
A second review is included only when it is agreed and an appropriately qualified reviewer is available. Each report describes the review actually performed.
THE PEOPLE BEHIND THE REVIEW
Clinical reviewers.
Two distinct specialties. Every assignment is matched to the relevant expertise and current clinical practice of the reviewer.
NEUROSURGERY
Dr Hazim Al-Zyoud
FEBNS · MHBA
Consultant Neurosurgeon & Chief of Spine Surgery
German-board-certified neurosurgeon experienced in general neurosurgery, brain and spinal tumours, neurotrauma and complex spine surgery.
Selected qualifications
- German specialist certification in Neurosurgery, 2017
- Fellow of the European Board of Neurological Surgery, 2018
- Master Certificate of Spine Surgery, German Spine Society, 2022
- Master of Health Business Administration, 2025
ORTHOPAEDICS & TRAUMA SURGERY
Dr Ala Alsharif
M.D. · FEBOT
Specialist in Orthopaedics & Trauma Surgery
German-board-certified specialist in orthopaedics and trauma surgery. His recent consultant practice focuses on minimally invasive and endoscopic spine surgery.
Selected qualifications
- German specialist certification in Orthopaedics and Trauma Surgery, 2021
- Fellow of the European Board of Orthopaedics and Traumatology, 2024
- EUROSPINE Diploma, 2025
- Basic Spine Certificate, German Spine Society, 2025
A FOCUSED FIRST PROJECT
One use case.
A useful first answer.
Begin with a small batch of text-based outputs in an agreed specialty. We define the review method, deliverables, timing and fixed fee together before work begins.
Plan your projectYour project can include
- An agreed rubric and reviewer assignment
- Case-level scores and written explanations
- Suggested corrections and unresolved questions
- A concise findings report and review discussion
Findings apply to the reviewed material and agreed scope. This review does not establish whole-product clinical validation or regulatory approval.
LET'S DEFINE THE QUESTION
What would you like
your AI to get right?
Tell us about the use case, specialty, language, expected volume and timeline. Please keep patient-identifiable information out of your initial enquiry.
Email us about your projectPROJECT ENQUIRIES[email protected]
ADMINISTRATION[email protected]
REVIEW LANGUAGES
Download company profile (English PDF)English · Arabic · German