FedRAMP

FedRAMP authorisation from an engineering perspective: what the process actually demands of a cloud platform and the teams running it.

Divergence Rate

The divergence rate is how far a compliant, sovereign or on-prem edition runs behind the commercial one: features shipped, the share that arrive late or never, and the lag. The architecture sets it, not the regulation.

Night landscape: a bright stream of releases runs from a campus to a city while a dimmer branch turns off toward a walled complex marked as the sovereign path

The Divergence Tax

A compliance boundary is approved as a certification and operated as a second release train. The cost nobody budgets is the divergence rate, and architecture sets it.

A near-future city at dusk with residential broadband devices, industrial facilities, a telecommunications tower, and a data-centre campus interconnected by glowing network lines — the physical infrastructure layer beneath the AI stack that vertical slices anchor into.

The Slice Underneath the AI Layer

Layer commoditization is now consensus. The harder question is what a defensible AI business looks like afterwards: a vertical slice fusing data and workflow to a device fleet, a jurisdiction, or a regulatory regime.

AI on Edge

AI on Edge: Autonomy

Edge AI is about autonomy and survivability, not just latency. When connectivity drops or round-trip time matters, the edge has to make decisions on its own. That changes how you architect AI systems and who controls them.