JACE INSIGHTS

Technology that has to work in the real world.

Independent-minded analysis from JACE Online on artificial intelligence, healthcare technology, cybersecurity, business systems, interoperability and digital transformation — informed by research, teaching and the realities of building technology.

Featured Insight

Beyond the prototype.

Building technology is one thing. Making it reliable enough for people and organizations to depend on every day is something else.

Artificial Intelligence

AI Beyond the Demo

A prototype can impress people in minutes. Production AI has a different job: it must work repeatedly, protect information, handle imperfect inputs, support human decisions and fit into the workflow people already use.

READ THE INSIGHT →

Useful AI is not measured by how impressive the demonstration looks. It is measured by what happens when real people depend on it.

Explore

Analysis grounded in research and real systems.

JACE Insights examines the forces reshaping technology and the decisions behind modern digital systems. We connect research and emerging ideas with what happens when software meets real organizations, real workflows and real consequences.

AI & Digital Transformation

AI Beyond the Demo

What changes when artificial intelligence moves from a prototype into a production environment.

READ → Healthcare Technology

Healthcare Interoperability Explained

Understanding HL7, FHIR, REST and MLLP and why moving clinical information safely is harder than simply connecting two systems.

READ → Public Safety Technology

Designing Technology Around Vehicle-Theft Response

Identity, ownership, sightings, recovery and trust: the design problems behind a public-facing recovery platform.

READ → Business Systems

Why Business Software Fails the Workflow

Good software does more than store information. It has to understand what users are actually trying to accomplish.

READ → Cybersecurity

Designing Secure Multi-Tenant Systems

A practical look at identity, tenant isolation, authorization, auditability and the boundaries that protect customer data.

READ → Engineering

Building Software for the Real World

Lessons from developing operational systems across healthcare, business, finance, security and public services.

READ →

Our Approach

Useful before fashionable.

Experience over noise.

We focus on problems encountered while designing, implementing and operating technology rather than repeating whatever happens to be trending.

People before technology.

Systems succeed when they fit the people, decisions and workflows around them. Technology is the mechanism, not the objective.

Production matters.

Security, reliability, privacy, auditability and recovery become much more important once software leaves the demonstration environment.