FDA Compliance
The era of the unlimited, always-on, general-purpose AI agent is ending. Subscriptions weren’t priced for behavior that never sleeps, and a monthly plan burning thousands of dollars in computation was never going to survive the unit economics.
If you’ve tried to get an AI pilot…
Software is eating the world, venture capitalist and entrepreneur Marc Andreessen famously declared in 2011. The ensuing 15 years proved him prescient. In February 2026, a Substack article by Citrini Research grabbed headlines and triggered a market sell-off of SaaS (software-as-a-service) firms…
Growth has a way of outpacing the quality systems built to support it: more products, more sites, more users, more regulatory requirements, and the quality team is expected to absorb all of it.
Document reviews stall waiting for approvals. Training assignments require constant…
Nobody would get into a self-driving car simply because the door locks worked and the alarm system was functioning properly. Those security features protect the car from being stolen or tampered with, but they say nothing about whether the car’s AI will stop in time when a child runs into the…
It can be surprisingly difficult for businesses to get accurate answers to questions about their own data. Often, the data live in different systems or aren’t easily accessible to employees without specific technical skills. Some data may be in Salesforce but not in the company’s content…
At Dozuki, our teams are constantly on the factory floor. We spend hundreds of hours every year walking production lines, sitting in breakrooms with operators, and standing alongside quality managers during high-stakes audits. These site visits have given us a front-row seat to witness the…