Accelerating AI Adoption.

Enabling Reimbursement.

Removing Hype.

Your pathway from regulatory approval to AI reimbursement and market success in Europe.

Request a VIS Platform demo

What we deliver

Decision-grade AI value assessment

We provide a structured, comparable evaluation of healthcare AI that goes beyond accuracy.

  • Clinical decision impact (not just model performance)

  • Economic and organizational value

  • Trust, governance, and lifecycle readiness

  • Outputs that stand up to HTA, payers, and procurement

Result: AI can be judged consistently and defensibly.

Reimbursement & market access clarity

We translate evidence into realistic pathways for funding and scale.

  • Market-specific reimbursement routes across Europe (and beyond)

  • Evidence expectations by payer and HTA context

  • Early identification of access and coverage risks

  • Clear next steps from validation to payment

Result: fewer pilots stuck in limbo, faster path to funding.

Signal-driven AI market intelligence

We surface what actually matters in AI adoption - cutting through noise and hype.

  • Visibility into what is approved vs what is truly adopted

  • Benchmarks across comparable AI solutions

  • Policy, HTA, and reimbursement signals that affect scale

  • Strategic insight for vendors, payers, and providers

Result: better decisions, earlier, with less uncertainty.

How the VIS Platform works

Describe the AI solution, use case, deployment context, and lifecycle stage.

Evaluate clinical impact, economic value, and trust & governance readiness.

Identify evidence requirements and reimbursement pathways by market.

Generate decision-ready outputs: value narrative, benchmarks, and next steps.

Who is it for

AI & MedTech innovators

For teams developing AI solutions who need to move beyond regulatory approval.

VIS helps innovators:

  • Understand how their AI is evaluated in real decision contexts

  • Identify evidence gaps early - before costly studies

  • Navigate adoption, deployment, and market realities

  • Prioritize markets and refine go-to-market strategy

Payers, HTA bodies & policymakers

For organizations responsible for funding, assessing, or governing AI in healthcare.

VIS supports:

  • Consistent, comparable AI evaluations

  • Transparency across value, risk, and maturity

  • Insight into real-world adoption and system impact

  • Better-informed coverage, policy, and funding decisions

Hospitals & health system leaders

For clinical and operational leaders deciding which AI to deploy and scale.

VIS enables hospitals to:

  • Compare AI solutions beyond marketing claims

  • Understand implementation and workflow implications

  • Assess value, readiness, and long-term impact

  • Reduce risk in procurement and deployment decisions

Built for everyone who must decide whether AI should be developed, adopted, funded, or scaled.