AI Evaluation & ROI

Prove whether AI actually delivers value.

Time-boxed evaluation of AI in real clinical workflows. Get structured assessment, baseline comparison, ROI analysis, and clear decision support: scale, stop, or redesign.

The Evaluation Journey

From uncertainty to decision clarity through structured measurement.

Before

AI Live, Impact Unclear

Unclear ROI
No Evidence
Paralysis
After

Decision Clarity

ROI Proven
Evidence
Decision
Pontiro
AI Evaluation Report
85
Score
Scale
AI delivers value
Stop
AI fails to deliver
Redesign
Needs optimization

Who Is This For?

AI Evaluation & ROI is designed for healthcare organisations that need objective, structured assessment of AI performance in real clinical environments.

Hospitals with AI Already Live

You have AI tools deployed in clinical workflows and need to prove they deliver value, measure ROI, and justify continued investment.

Organisations Evaluating AI

You're reviewing AI solutions before deployment and need objective, real-world evidence of clinical and operational impact.

Clinical Leadership Teams

You need clear, structured evaluation reports to support decision-making on scaling, stopping, or redesigning AI initiatives.

IT & Innovation Teams

You require baseline measurements and impact assessments to optimize AI performance and integration with existing workflows.

The Problem

AI is Deployed. Evidence is Missing.

Healthcare organisations face increasing pressure to demonstrate AI value. Without structured evaluation, decisions about scaling, stopping, or redesigning lack evidence.

Unclear ROI

No clear evidence that AI delivers measurable value or justifies the investment.

Clinician Burden

Uncertainty about whether AI actually reduces workload or creates additional overhead.

Leadership Scrutiny

Pressure to demonstrate concrete outcomes and justify continued or expanded AI investment.

Real-World Performance Gaps

AI performs well in testing but actual clinical impact remains unmeasured and unclear.

The Solution

What Pontiro Actually Does

We conduct time-boxed evaluation of AI in real clinical workflows, measuring actual impact against baseline metrics to deliver actionable insights and decision support.

1

Baseline Assessment

Establish current-state metrics for workflow efficiency, clinical outcomes, and resource utilization before AI intervention.

2

Real-World Deployment

Deploy AI evaluation in actual clinical workflows, measuring impact in real-time across defined time periods.

3

Impact Measurement

Collect and analyze quantitative data on clinical outcomes, workflow efficiency, time savings, and resource utilization.

4

Structured Reporting

Deliver comprehensive evaluation report with baseline comparison, ROI analysis, and clear decision support recommendations.

What You Get: Explicit Outputs

Every evaluation delivers concrete, actionable outputs designed to support decision-making and justify investment in AI initiatives.

Structured Evaluation Report

Comprehensive document detailing methodology, findings, and recommendations with executive summary and detailed analysis.

Baseline + Real-World Impact Assessment

Quantitative comparison of pre-AI baseline metrics against post-deployment performance across clinical and operational dimensions.

Decision Support Framework

Clear recommendations on whether to scale, stop, or redesign AI implementation based on measured outcomes and ROI analysis.

ROI Analysis

Financial impact assessment including cost savings, efficiency gains, and return on investment calculations.

Clear Decision Support

Based on measured outcomes, baseline comparison, and ROI analysis, we provide explicit recommendations:

Scale

AI demonstrates clear value. Expand deployment across additional workflows or departments.

Stop

AI fails to deliver expected value or creates negative impact. Discontinue deployment.

Redesign

AI shows potential but needs optimization. Refine implementation, workflow integration, or configuration.

Time-Boxed Evaluation

Structured, Time-Boxed Assessment

Our evaluation approach is explicitly time-boxed, providing clear start and end dates with defined evaluation periods (typically 4-12 weeks). This ensures focused assessment, prevents scope creep, and delivers actionable results within predictable timelines.

Clear baseline establishment and measurement protocols
Structured data collection and analysis framework
Time-bound reporting and decision support delivery
Predictable timelines for rapid decision-making

AI Evaluation & Anonymisation: Use Together or Independently

AI Evaluation & ROI and Radiology Data Anonymisation can be used independently to solve specific challenges, or together as part of a broader AI readiness and accountability journey. Anonymisation enables safe data access for research and development, while AI Evaluation proves whether AI delivers value in real clinical workflows.

Learn About Anonymisation
Get In Touch

Get in Touch

Let's discuss how Pontiro can help with AI evaluation, data anonymisation, or both. Our UK-based team is ready to answer your questions and provide a customised solution.

Send us a message

Contact Information

We're here to help you navigate the complex world of healthcare data anonymisation and de-identification. Reach out to us through any of the following channels.

Email Us

[email protected]

Send us an email and we'll get back to you within 24 hours

Visit Us

Alacrity House, Newport NP20 1HG, UK

Schedule a visit to our UK headquarters

Why Choose Pontiro?

  • Expert healthcare data specialists
  • 24/7 support and monitoring
  • Custom solutions for your needs
  • Proven track record in healthcare