Modern attacks span the network and the IT estate. They show up in IPFIX flows, DNS lookups, OSS event streams, and in MELT data (metrics, events, logs, traces) from every application and infrastructure tier. Ocient unifies all of it on one engine, so threats hiding in cross-domain patterns surface in one query.

• Trillion-record IPFIX joined with DNS, packet, signaling, and IT MELT data
• Pre-computed threat intelligence as a governed data product for SOC, MSSP, or SIEM
• Behavioral baselines and anomaly scoring run native to the data, no ETL, no copies
• STIX/TAXII export, agent-ready, with lineage on every alert

Closed-loop network operations need data that is fast, fresh, and joined across radio, transport, and core. Ocient unifies the full-fidelity telemetry from every network domain on one governed store, so AI agents can plan, optimize, and execute with the same data that proves the decision was right.

• Real-time KPIs and SLA tracking on full-resolution RAN, transport, and core telemetry
• Multi-agent orchestration for capacity, anomaly response, and CapEx decisions
• Closed-loop intent-based execution, traceable from source telemetry to action
• Aligned with the TM Forum L4-L5 autonomous networks roadmap

5G slicing, IoT subscriptions, B2B2X arrangements, wholesale roaming. Modern monetization generates CDRs faster than legacy billing systems can settle them. Ocient ingests the full stream at full fidelity, joins it to subscriber, network, and product data, and turns billing telemetry into governed products for charging, revenue assurance, and product launch.

• Real-time CDR analytics joined with subscriber, network, and product data
• Continuous revenue assurance and fraud detection at full network scale
• Charging support for slicing, IoT, B2B2X, and wholesale models
• New product launch in days, not months, on a governed source of truth

Connected devices generate signals across the edge, the network, and the business systems that depend on them. They show up in device telemetry, connectivity events, application logs, service data, and operational KPIs from every environment. Ocient unifies all of it on one engine, so full-resolution device data turns into operational decisions in seconds.

• Trillion-record device telemetry joined with network, service, location, and business data
• Continuously updated edge intelligence with fast query and response at telecom scale
• Operational baselines and anomaly detection run native to the data, no ETL, no copies
• Agent-ready device intelligence with governed lineage on every decision

Regulated investigations depend on security, observability, and network data that is both fast to query and preserved at full resolution. They can involve logs, metrics, metadata, threat signals, access records, and operational events from every application and infrastructure tier. OcientAIQ unifies all this information on a single platform, so disclosure, audit, and threat-hunting workflows move in seconds instead of hours.

• Trillion-record logs, metrics, and metadata joined with security, network, and compliance data
• Full-resolution evidence retained and queried at production scale without downsampling
• AI-driven threat hunting and compliance analytics run native to the data, no ETL, no copies
• Governed disclosure feeds for observability, security, and audit workflows with lineage on every result