Network operations, customer care assistants, churn intervention, and field operations for carriers and managed service providers — built to operate at the volume telecom actually runs at.
Alert summarization, ticket enrichment, and incident hand-off across NOC tiers.
Field-tech assistants for procedure lookup, escalation, and documentation.
Tier-1 assistants with explicit knowledge-grounding and escalation rules.
Predictive churn models with integration into existing campaign systems.
Subscription fraud and SIM swap detection, with investigator-facing review tools.
Capacity-planning support, RF survey synthesis, and design-review acceleration.
FCC supervisory expectations and state PUC rules for customer-facing AI, including disclosure and opt-out requirements.
CALEA, lawful-intercept, and CPNI handling rules that constrain what data can move into shared systems.
Carrier-specific contracts and SLAs that are often more constraining than the regulation.