Banking and financial services
Tight regulatory reporting, near-zero tolerance for unplanned downtime, and audit trails that have to survive an inspection. Work here concentrates on resilience testing and evidence of commissioning.
The physics is the same everywhere. The constraints are not.
Tight regulatory reporting, near-zero tolerance for unplanned downtime, and audit trails that have to survive an inspection. Work here concentrates on resilience testing and evidence of commissioning.
Data residency is not negotiable and procurement is scrutinised. Locally manufactured equipment and self-hosted software remove most of the objections before they are raised.
Clinical systems cannot wait for a maintenance window, and imaging archives grow relentlessly. Capacity planning and cooling reliability carry most of the risk.
Plant-floor IoT and edge inference matter more than raw rack count. The data centre exists to serve the line, and downtime is measured in production, not in minutes.
Highly variable load, dense GPU clusters arriving in bursts, and constrained capital. Design has to absorb growth that nobody can forecast.
Physical security and surveillance sit alongside power and cooling as first-order concerns. Video analytics and access control are part of the operating picture, not a bolt-on.
Detailed write-ups with named clients are available under NDA. Ask for the pack covering the sector closest to yours.
PUE movement after a cooling and airflow programme, and the rupee value of the improvement at the site's own tariff.
Unplanned outage minutes, mean time to restore, and how many incidents were caught by prediction rather than by an alarm.
Usable headroom in power, cooling and space, and how much of it was released by reclaiming stranded capacity rather than building more.
Send a brief, a floor plan or a single-line diagram. We reply with an approach, a rough capacity envelope and an honest view of what it takes to run.