First came translation. Then came training data. Now, as TrustScale, e2f is betting that the next valuable thing in AI is evidence.
Naimuri grew by solving the sort of data problems that arrive wrapped in security constraints. Six years after QinetiQ bought it, the Salford firm is applying its lean creed to cloud platforms, graph analytics and the awkward economics of AI.

The OnStak founder spent more than a decade in enterprise infrastructure. Now he argues that AI's decisive contest will be won after the demo - in the untidy work of data, governance and organizational change.
OnStak is a Milpitas, California enterprise AI consulting and hybrid-cloud services firm that helps large organizations move from AI experimentation to AI in production. With a delivery team that is roughly three-quarters AI architects and engineers, OnStak modernizes data platforms, applications and infrastructure across Cisco, NVIDIA, AWS, Oracle and on-premises environments, and ships AI products like AI Correlation Fabric, AI Assurance and AI Video Analytics. Its pitch is plain: 'Fluent in strategy, native in engineering' - straight talk about what is broken and what to fix first.