the dispensary · matched by symptom
Tell us what hurts. We’ll point you at the machine.
Three machines have already left this workshop, each built for a problem an industry had learned to live with. Find yours below — or bring us a new one.
hiring · skills · teams
“Every résumé says expert. The work says otherwise.”
Hiring that tests what the résumé claims — skill-first assessment, so you hire what people can actually do.
devops · internal knowledge · ops automation
“Our ops run on tribal knowledge and midnight pages.”
An autonomous AI colleague for engineering organisations — reviews, triage, remediation, and a knowledgebase that stays behind your firewall.
learning · systems literacy
“Our engineers operate systems nobody fully understands.”
The engineering field journal — production systems taken apart in public, tier by tier, so your team learns the method, not the trivia.
anything else · any sector
“Our problem isn't on this list.”
That's the interesting kind. Bring it in — two dissection slots open per quarter, any stack, any decade of technology.
unsure which machine? bring the symptom — diagnosis is free.
asked at the counter
Questions people bring in with their problems.
What does Welfinex actually do?
Welfinex is an independent research and development institute. We take a hard technical problem — modern or legacy — dissect it on the bench, build a working proof of concept, and ship the answer three ways: as a product you buy, knowledge you learn from, or a solution we build for you.
Which solution fits a hiring problem?
Skillbrew (skillbrew.ai). It replaces résumé-first screening with skill-first assessment, so you evaluate what candidates can actually do before you interview them. It's the machine we built after dissecting why technical hiring keeps failing.
What is OpsIntel and who is it for?
OpsIntel is an autonomous AI colleague for engineering organisations: code review, incident triage, remediation, and an internal knowledgebase — running entirely on-premise. It's built for teams whose code and logs are too sensitive to hand to a cloud service.
How does Cutaway help engineers learn?
Cutaway is our engineering field journal. It takes real production systems apart in public — edge, gateway, service, queue, data — so engineers learn how systems actually work: the method, not the trivia.
How do I commission research from Welfinex?
Bring us the problem through the intake ticket on our homepage. We open two dissection slots per quarter, for any sector and any stack — from frontier AI systems to decades-old legacy machines. Diagnosis is free.