Healthcare AI products · Braga, Portugal
VGSI develops AI products that help healthcare professionals work through complex documentation and data without giving up human judgement. SICC is our lead product; Morpheus remains investigational.
View our products
Working SICC MVP
Mandatory human oversight
Evidence-linked suggestions
Preparing for institutional evaluation
Product portfolio
Each product addresses a different workflow, but follows the same rule: AI supports; the professional reviews and decides.
01 · Lead product
Working MVP · Preparing for institutional evaluation
SICC supports clinical coding with contextual suggestions linked to source evidence, mandatory professional review and a traceable record of decisions.
02 · Research and development · Investigational
Morpheus explores clinician-supervised review of multimodal sleep-study signals and information, keeping qualified professionals in control.
Progression is subject to technical validation, clinical evidence, data rights, regulatory assessment and commercial readiness.
Governance and trust
Clinical software should show where each suggestion came from, preserve human judgement and leave a clear record of the process.
VGSI plans to use NVIDIA-accelerated computing on AWS for model development, evaluation and optimisation. Institutional deployment may use a local or dedicated-cloud profile; the data boundary, permitted traffic and external services will be agreed with each institution.
Every suggestion points back to the clinical context supporting it.
The professional confirms, corrects or rejects before any final decision.
Suggestions, changes and approvals remain documented.
Models are evaluated before any expansion in use.
Lead product
SICC helps clinical coding teams read documentation, propose codes in context, and justify each suggestion with the clinical evidence behind it. The final decision always rests with the professional.
Working MVP · Preparing for institutional evaluation
Reads long, heterogeneous clinical records and organises the relevant detail.
Proposes codes with the episode, history and clinical context in view.
Every suggestion points back to the clinical passages supporting it.
Nothing is submitted without validation by the responsible professional.
A full record of suggestions, changes and approvals for internal audit.
A human-in-the-loop model, not autonomous coding.
For healthcare organisations
SICC is intended for hospitals and healthcare organisations, clinical coding and audit teams, and clinical quality and operations functions.
Proposed evaluation pathway
A potential institutional evaluation is defined jointly and does not presume commercial deployment.
Map the workflow, accountable users and institutional requirements.
Agree the scope, data, responsibilities and evaluation criteria.
Make a commercial decision only after reviewing the evaluation results.
Prepare integration, access, governance and controlled oversight.
Any evaluation proceeds only with jointly defined data, responsibilities and criteria.
Founders
Care experience, product strategy and engineering applied to a shared purpose.
Co-founder · Medicine, clinical governance and product safety
Specialist in Pulmonology with Ordem dos Médicos competence in Sleep Medicine and European certifications in Respiratory and Sleep Medicine.
Co-founder · Strategy, product and technology
More than 15 years across software development, data systems and product creation, including invited teaching and technology ventures before VGSI.
Technology ecosystem
VGSI is a member of NVIDIA Inception and AWS Activate. These programs provide access to technical resources, cloud infrastructure support and startup ecosystem opportunities as we validate and scale our healthcare AI products.
Program membership does not imply investment, sponsorship, endorsement or a commercial relationship.
Contact
Talk to us about a SICC evaluation, technology or research collaboration, investment, or another enquiry.