Tech Trends April 2024

Every month brings a new wave of product launches, funding rounds and platform updates, and most of them are noise. A few are not. Here are the shifts we found genuinely worth paying attention to this month, and what they mean for teams building real products rather than demos.

Generative AI Moves Into the Workflow

The most interesting releases were not new models but new placements. Assistants are appearing inside the tools people already use: the document editor, the ticketing system, the design file, the code review. That matters more than raw capability, because adoption has always been limited less by what a model can do than by how far it sits from the work. Expect the next round of competition to be about integration depth rather than benchmark scores.

Smaller Models, Bigger Deployments

There is a clear move towards compact models that run on modest hardware, sometimes on the device itself. For many practical tasks, classification, extraction, summarisation of short documents, a small tuned model is faster, cheaper and easier to keep private than calling a frontier system. Teams that assumed they needed the largest available model are finding that the right answer is often a portfolio of sizes.

Security Catches Up With Adoption

As AI features spread through business software, the questions from security teams have become specific: where does the data go, what is retained, who can see the logs, and how are prompts audited. Vendors that can answer clearly are winning enterprise deals ahead of technically stronger competitors who cannot. If you are evaluating tools this quarter, get those answers in writing before the pilot, not after.

What We Are Watching Next

Three threads look likely to define the rest of the year: agent-style tools that carry out multi-step tasks rather than answering single questions, tighter regulation of automated decisions in hiring and credit, and continued pressure on data-centre energy supply. None of these will resolve quickly, but all of them will shape budgets. We will keep tracking them here and reporting what actually holds up in production.