Eight sectors, and what makes each one awkward.

Learning platforms and institutional systems built for term-time load spikes, student data protection, and the accessibility obligations education carries.

Payments, lending and banking systems where correctness is not negotiable — built with the reconciliation, auditability and controls the domain demands.

Clinical systems where integration surface, not hosting, is the hard part. Built for HIPAA obligations and for clinicians who cannot wait for a spinner.

Transport, warehouse and visibility systems built for a world where the physical event has already happened and your data is still catching up with it.

Shop-floor and supply chain systems built around OT network realities, plant latency and the fact that a line stopping costs money by the minute.

Citizen services and internal systems built for accessibility obligations, procurement reality, records retention and the certainty of public scrutiny.

Commerce platforms, inventory accuracy and pricing systems built to hold up on the few days of the year when the traffic actually arrives at once.

Network, billing and streaming systems engineered for volumes where per-event cost dominates and a small correctness error becomes a large refund.