Ceez logo CEEZ AI
Bring an objective ↗
HORIZONTAL PLATFORM PRODUCT / 06 · HIGH-SPEED ACQUISITION

Ingest: Enterprise data & 100K/sec streaming telemetry acquisition.

Ceez Ingest is the horizontal data and telemetry acquisition layer of the Ceez platform. It acquires, normalizes, deduplicates, and redacts batch and real-time operational data across 58+ enterprise application connectors and 14 streaming protocols—delivering clean, schema-validated feeds into Ground and Insight.

58+ Enterprise Connectors14 Streaming Protocols100K+ Events/SecZero-Restart Log Rules
CEEZ PLATFORM / INGESTCEEZ.AI

High-Throughput Ingestion & Normalization Pipeline

Collects enterprise records, CDC streams, and real-time telemetry with inline PII scrubbing and entity tagging.

01 / COLLECT58+ SOURCESApps, DB CDC, logs & 14 protocols
02 / PARSEZERO-RESTARTHot-reload syslog, SNMP & JSON rules
03 / REDACTPII & SECRETSInline masking & residency tags
04 / NORMALIZECANONICAL SCHEMABind to Ground entity UUIDs
05 / DEDUPE100K+ EVENTS/SWindowed storm suppression
06 / ROUTEMULTI-SINKDeliver to Ground, Insight & Crew
Horizontal acquisition fabric: Feeds business records into enterprise Use Cases and high-velocity telemetry into Vertically Integrated Applications.
HORIZONTAL PLATFORM PRODUCT · INGEST GROUND · COMPASS · INSIGHT · CREW · FLOW · INGEST · GOVERN · PROVE · FDE WORKBENCH
THE ROLE OF INGEST IN THE PLATFORM

Feed your semantic graph and AI workforce without pipeline fragility.

Enterprise AI is only as current as the signals feeding it. Ingest unifies structured application connectors (ERP, CRM, ITSM, EDI, cloud APIs) with high-velocity infrastructure telemetry (SNMP, gNMI, MDT, NetFlow/IPFIX, OTLP, Syslog, Kafka) in a single managed ingestion fabric.

Operators and FDEs can author and hot-reload custom parsing and extraction rules with zero collector restarts, ensuring new payload formats are normalized immediately.

01

Connect 58+ enterprise systems and 14 real-time streaming protocols

Ingest from ServiceNow, Salesforce, SAP, Snowflake, Postgres CDC, Workday, Prometheus, Kafka, SNMPv2c/v3, gNMI, streaming MDT, NetFlow, OTLP, and Syslog.

02

Normalize and enrich records at 100K+ events per second

Parse vendor-specific payloads into canonical schemas and attach Ceez Ground entity IDs, business-unit tags, and lineage metadata on the fly.

03

Author and deploy parsing rules with zero collector restarts

Test regex, grok, YANG, and structured JSON mappings against live sample payloads and activate rules instantly without dropping events.

04

Enforce inline PII redaction, secret scrubbing & provenance hashing

Strip credentials, payment data, and personal identifiers at the ingestion edge before payloads reach downstream storage or LLM prompts.

TECHNICAL CAPABILITIES

Engineered for production reliability, scale, and auditability.

Every capability in Ingest operates within your existing enterprise identity, data residency, and governance boundaries.

01

Edge & VPC Collector Fleet

Deploy lightweight, high-throughput collectors inside private VPCs, regional offices, or air-gapped networks.

02

Backpressure & Storm Buffering

Absorb massive event spikes with persistent local ring buffers and intelligent deduplication windows.

03

Automated Schema Evolution

Detect upstream API or payload changes automatically and alert FDEs before downstream Ground contracts break.

04

Cryptographic Source Provenance

Stamp every ingested batch and event stream with source identity, collection timestamp, and SHA-256 payload digest.

05

Multi-Destination Fan-Out

Route normalized streams simultaneously to Ceez Ground (graph state), CEEZ Insight (ClickHouse time-series), and archival storage.

06

Self-Monitoring Pipeline Health

Track collector heartbeat, lag, drop rates, and parsing exceptions natively inside CEEZ Insight.

HOW INGEST POWERS USE CASES

Ingest is a composable horizontal building block.

Ingest supplies the real-time and batch data foundation for Ground, Insight, Crew, and Flow across all enterprise use cases and vertical applications. In FDE Workbench, teams combine Ingest with Ground, Compass, Insight, Crew, Flow, Govern, Prove and FDE Workbench to deliver repeatable enterprise use cases without building custom infrastructure glue.

Composable architecture principle: Start with the minimum platform products required to prove your first operational objective, keeping system ownership, model choice, execution authority, and cryptographic evidence explicit at every step.

Evaluate Ingest against a live operational objective.

Map how Ingest connects to your existing systems, data models, and governance controls in a focused 30-day pilot.

Bring us one objective ↗