Research status
First-pass source leads · candidate profile only. These links are starting points for checking the stated claims; they have not all been revalidated for this release.
Region is a broad service-area label, not a verified headquarters claim. Check the linked source record before relying on location details.
Candidate research · source links are first-pass leads and have not all been rechecked for this release. Directory details and review counts can change.
Areas to investigate
These are profile-specific questions for the next evidence pass. They identify what public material still needs to establish before a capability is treated as confirmed.
AI and clinical validation
What evidence shows Circlage reached real surgical training settings, and how were AI assessments reviewed by humans?
Evidence to look forClient/university confirmation, deployment status, validation protocol, and safeguards before any patient-outcome claim.
Health technology
Which cases are healthcare products rather than marketing sites?
Evidence to look forUser roles, privacy/accessibility constraints, scope, and client-side source.
B2B SaaS
Do cases show complex workflows, measured tasks, and implementation role?
Evidence to look forProduct-specific scope, user validation, and launch evidence.
Related research categories: UI/UX Design · SaaS Product Design
Project evidence
The sources above include portfolio and directory records. Individual projects need checks for client relationship, agency role, project scope, and launch status before they can be described as verified project evidence.
Read how we assess project evidence →Sources and evidence
These are first-pass source leads. Follow each link and confirm that it still supports the claim before relying on it. Agency portfolios are self-published; client, review, and award records have different evidentiary limits.
Circlage AI-assisted surgical training platform ↗Claim to check: Named Johns Hopkins-associated health-tech project describes research, UX, interface, and software development for a platform using AI to evaluate cataract-surgery skills. Agency-authored case; independent clinical validation, deployment scale, and patient-outcome claims are not established.Publisher: Standard Beagle · Not rechecked for this release Agency-published portfolio / case studyStandard Beagle Studio on Clutch ↗Claim to check: Verified project interviews include SaaS product development and research-led UX/UI for a venture consulting discovery platform. Clutch reviewers report scope and their experience; one project reviewer explicitly says the design had not launched at review time.Publisher: Clutch · Not rechecked for this release Client-review and business directoryFitwel / Center for Active Design case listing ↗Claim to check: External listing connects Standard Beagle with the Center for Active Design Fitwel program. Secondary directory; seek the client’s own case or live product for final attribution.Publisher: CaseStudies.com · Not rechecked for this release Secondary directory listing
Corrections
Know of a direct source that changes this file? Send the specific claim and a link so it can be reviewed.
Report a correction →