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AI evaluation · Human factors · Validation

Evidence for technology that people depend on.

Evidencera is a research consultancy that tests whether AI and digital products improve human decisions and performance, and what must change before wider use. Healthcare is our primary focus. We work wherever people and technology make important decisions together.

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Evaluation summary ILLUSTRATIVE Decision accuracy across test cases AI alone 76% People alone 71% People + AI 89% USABILITY (SUS) 82 / 100 Above typical benchmark of 68 DECISION Ready for pilot with 2 design changes 1. Clarify confidence display 2. Add override confirmation

What we evaluate

We test the technology, the people using it and the setting it runs in.

A system can score well on a benchmark and still fail in daily use. Real performance depends on how the technology, its users and their working conditions fit together. We study all three, so your evidence holds up where it matters.

Technology

Accuracy, reliability and failure patterns on real tasks.

People

Understanding, appropriate trust and decision quality.

Environment

Workflow, interruptions, time pressure and handoffs.

Technology People Environment Evidence

Services

Three services, one goal: a decision you can defend

Use one service on its own, or combine them into a single engagement that moves you from an uncertain claim to a tested decision.

AI performance evaluation

Does the system perform reliably for its intended users and tasks? Protocols, benchmarks and failure analysis.

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Human factors and product testing

Can people understand and use it effectively? User studies, workflow analysis and tested design recommendations.

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Validation studies and evidence

What evidence supports your product claims and deployment decisions? Study design, pilots, analysis and reports.

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Industries

Healthcare first, and anywhere people work with AI

Our methods come from clinical research, and they apply wherever skilled people rely on technology to make decisions.

Primary focus

Healthcare

Clinical AI, decision support, digital health and connected devices.

 Growing practice

Legal

AI for legal research, drafting, contract review and e-discovery.

Aerospace and defense

Decision support for crews and operators in demanding settings.

Financial services

AI tools for analysts, advisors, underwriters and reviewers.

Mobility and transportation

How drivers and operators work with automation.

Enterprise and workplace AI

Copilots and assistants used in everyday knowledge work.

Why Evidencera

Research rigor, delivered for business decisions

Independent

We report what the data shows, so your evidence is credible to buyers, partners and regulators.

Research-grade

Study designs and analysis held to the standard of peer-reviewed research.

Built around people

We test with the professionals who will actually use your product.

Decision-ready

Every engagement ends with clear findings and ranked next steps.

Have a product claim that needs evidence?

Tell us what your system does and who relies on it. We will propose a study that fits your decision and timeline.

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