IT, Infrastructure

Declare all infrastructure—compute, network, storage, policies—as version-controlled, testable, and repeatable code artifacts.

Use LLMs to interpret incidents, suggest or execute runbook steps, generate postmortems, and accelerate responders during active outages.

Use ML-driven demand forecasting to proactively scale infrastructure ahead of load changes, optimizing both performance and cost simultaneously.

Deploy AI agents that investigate security alerts, correlate threat intel, and recommend or execute containment actions alongside analysts.

Centralize, encrypt, and automatically rotate all credentials, keys, and certificates through a dedicated secrets vault with complete audit logging.

Enforce continuous, context-aware authentication and least-privilege access across all users, devices, and workloads via a unified identity fabric.