Carrier security teams need to investigate threats that move slowly, hide in weak signals, and span more telemetry than the SIEM can economically retain. OcientAIQ sits beneath the SOC as a full-fidelity analytics layer, keeping network and IT telemetry queryable across long horizons so teams can correlate signals, reconstruct activity, and send curated detections back into existing SIEM, SOAR, and response workflows.

• Full-fidelity IPFIX, NetFlow, DNS, DHCP, signaling, endpoint, firewall, proxy, and application telemetry retained across the investigation window
• Cross-domain correlation to reconstruct activity from network, DNS, signaling, endpoint, and application events
• Historical baselining and threat-pattern detection across months or years of retained telemetry
• Forensic evidence, drill-back links, and lineage behind every finding delivered into existing SOC workflows

Closed-loop network operations need more than dashboards. They need full-fidelity telemetry joined across RAN, transport, core, OSS, EMS, signaling, change, and subscriber impact. OcientAIQ creates one governed foundation for cross-domain network intelligence, so operations teams can detect degradation earlier, find root cause faster, and hand off ranked recommendations to the NMS, IBN, RIC, and automation systems they already use.

• Full-fidelity RAN, transport, core, OSS, EMS, BSS, signaling, and subscriber-impact telemetry in one analytical foundation
• Cross-domain correlation of topology, alarms, counters, changes, and customer impact without manual engineering
• Historical baselines to surface outage precursors, capacity pressure, and service degradation before customer impact
• Traceable recommendations with lineage and context for intent-based operations and post-incident review

5G slicing, IoT, B2B2X, wholesale settlement, and roaming generate records across systems, cycles, and data domains. OcientAIQ ingests CDR and usage records at full fidelity, joins them with subscriber, product, billing, settlement, and network-quality data, and turns live revenue signals into governed data products for assurance, fraud detection, retention, and next best action.

• Real-time customer 360 across usage, billing, contract, and network-quality signals
• Continuous revenue assurance, leakage recovery, and fraud detection at full network scale
• Charging and settlement support for slicing, IoT, B2B2X, wholesale, and roaming models
• Network-aware churn scoring and NBO/NBA signals from a governed source of truth

Connected vehicles, smart meters, industrial sensors, and consumer IoT devices generate massive volumes of high-cardinality telemetry — but sampling and aggregation erase the long-tail signals that reveal faults, failures, security risks, and usage patterns. OcientAIQ retains full-fidelity device, edge, and core telemetry on one governed platform, so CSPs can improve fleet observability, predict maintenance needs, measure SLA performance, and turn IoT data products into new revenue.

• Full-fidelity device, edge, and core telemetry retained without sampling or aggregation loss
• Device-fleet observability across health, connectivity state, usage history, and operational context
• Anomaly, fault, and predictive-maintenance analytics on the complete event history
• IoT-segment SLA evidence, SIM lifecycle analytics, and usage insights with lineage to source records

Lawful disclosure teams need to respond quickly to warrants, subpoenas, court orders, emergency requests, and audits — without turning every tower dump or subscriber query into a manual engineering event. OcientAIQ gives CSPs one governed place to retain, search, join, and produce disclosure-relevant records at full fidelity, with every response bounded to the request and traceable back to source.

• Full-fidelity CDR, ICR/IPDR, signaling, messaging, location, and subscriber context retained for the mandated window
• Cross-dataset search by authority, time window, geography, subscriber, device, tower, or identifier
• Evidence-ready response packages with request parameters, query path, returned records, and source lineage
• Auditable access and outputs for counsel, regulator review, internal audit, and case-management workflows

AI factory and GPU-cloud operators can’t afford to lose billable capacity to degraded jobs, idle GPUs, or cross-layer failures that take hours to diagnose. OcientAIQ joins GPU telemetry, network fabric, scheduler, storage, and facility data in one governed platform, so operators can investigate incidents, recover utilization, and back every SLA or chargeback decision with full-fidelity evidence.

• Cross-layer observability across GPU, fabric, scheduler, storage, and facility telemetry
• Root-cause analysis on full multi-year fleet history, not sampled dashboards or 90-day windows
• Predictive failure detection for GPU failures and thermal breaches before they impair billable jobs
• SLA assurance, chargeback, and differentiated service tiers backed by evidence, not assertions