CEEZ AI
While Platform Use Cases orchestrate workflows over your existing ERP or CRM, Ceez Vertically Integrated Applications (Rackline, NetPulse, and CEEZ Flow) are complete, standalone domain software products—shipping with purpose-built operator consoles, deep physical and network ontologies, native infrastructure protocols, and pre-engineered agent crews.
Each application packages the Ceez Platform with a domain-specific UI, protocol stack, and pre-trained multi-agent workforce.
Deploy any of our three vertically integrated applications individually—or run them together as a unified AI infrastructure and network operations control plane.
The physical system of record and interactive 3D digital twin for AI data centres. Models sites, halls, 42U cabinets, GPUs, InfiniBand/RoCE fabrics, PDUs, and liquid cooling CDUs. Enforces simultaneous 4D capacity budgets (Space, Power, Weight, Cooling) and 11 automated preflight checks across 24 REST API groups and 7 site-scoped RBAC roles.
Explore Rackline (rackline.ceez.ai) →The telemetry-to-remediation NOC operations suite. Ingests 14 streaming network protocols (SNMP, gNMI, MDT, NetFlow, OTLP, Syslog) at 100K events/sec, maps blast radius across Provider → Links → Tunnels → Apps, and dispatches 32 specialized NOC agents across 8 domains (-96% alert noise, 4 min MTTR).
Explore NetPulse (netpulse.ceez.ai) →The multi-vendor network design, dry-run change, and BPMN automation suite. Pins SSH/NETCONF locks, designs services on an interactive topology canvas or in plain English, computes 5-state live-device diffs (Add / Take over / Change / Remove / In place), binds approvals to plan hashes, and executes all-or-nothing transactions with newest-first undo.
Explore CEEZ Flow (flow.ceez.ai) →Each vertically integrated application is built directly on the horizontal Ceez Platform—adding pre-engineered domain ontologies, protocol drivers, and dedicated operator interfaces.
| Architectural Layer | In Rackline ↗ | In NetPulse ↗ | In CEEZ Flow ↗ |
|---|---|---|---|
| Dedicated Operator UI | Interactive 3D data hall twin, rack elevation builder & 4D capacity planner | NOC situation room, Provider→Links→Tunnels→Apps blast-radius map & 8-squad console | Visual L2/L3/VPN topology canvas, 5-state live diff inspector & BPMN studio |
| Domain Protocols & Ingest | 24 REST API resource groups, BMC/Redfish, PDU/CDU telemetry & DCIM sync | 14 streaming sources: SNMP, gNMI, MDT, NetFlow/IPFIX, sFlow, OTLP, Syslog, BGP/BMP | NETCONF, OpenConfig, YANG, gNMI, SSH/CLI adapters & zero-restart syslog rules |
| Pre-Built Ground Ontology | Site → Hall → Row → 42U Cabinet → GPU Sled → Port → Transceiver → Cable | Provider → Underlay Link → Overlay Tunnel → Enterprise Application SLA graph | Multi-vendor device YANG models, service ownership bindings & golden-config baselines |
| Embedded Crew & Flow | 4D placement advisor agents, reservation locks & 11 automated preflight checks | 32 specialized NOC agents across 8 domains (Triage, BGP, Optical, QoS, Forensics) | Describe It · Ask It · Draft It AI co-pilot, BPMN 2.0 workflows & newest-first atomic undo |
| Govern & Prove Controls | 7 site-scoped RBAC roles, change-window gates & SHA-256 work-order completion proof | 3-tier remediation autonomy, human escalation packages & MTTR/noise-reduction ledger | SSH/NETCONF lock pinning, plan-hash-bound approvals (auto-invalidated on drift) & diffs |
Includes 3D data hall digital twins, interactive network topology canvases, and real-time NOC situation queues designed for domain operators.
Ships with complete entity hierarchies, physical/logical constraints, and dependency graphs pre-configured in Ceez Ground.
Communicates natively via NETCONF, OpenConfig, YANG, gNMI, SNMP, MDT, NetFlow, and Redfish without external middleware.
Includes pre-engineered multi-agent teams (like NetPulse's 32 NOC agents) and domain safety rules (like CEEZ Flow's 3 AI rules).
Enforces domain-specific prechecks before execution—such as Rackline's 11 preflight checks and CEEZ Flow's 5-state live dry-run diff.
Because every vertical app runs on the Ceez Platform, your FDEs can still extend rules, connectors, and BPMN workflows in FDE Workbench.
See our vertically integrated applications operating against live infrastructure topologies and change scenarios.