CEEZ 01
Hybrid ClickHouse Analytical Tier
Engineered for high-ingestion operational telemetry, financial ledgers, and multi-dimensional cohort queries.
HORIZONTAL PLATFORM PRODUCT / 03 · INSIGHT.CEEZ.AI
Insight: Contract-backed KPI analytics & decision intelligence.
CEEZ Insight is the horizontal analytical and decision-intelligence layer of the Ceez platform. It pairs a high-concurrency analytical engine (ClickHouse + PostgreSQL + Redis) with Ceez Ground metric contracts—enabling teams to detect anomalies, inspect causal evidence, and trigger governed Crew or Flow actions in one click.
CEEZ PLATFORM / INSIGHTINSIGHT.CEEZ.AI
From KPI Anomaly to Governed Operational Action
Connects high-speed analytical slicing directly to semantic root-cause investigation and workflow execution.
01 / CONTRACTGROUND METRICSVersioned KPI & SLA formulas
02 / ENGINECLICKHOUSESub-second high-cardinality slice
03 / DETECTANOMALY SCANSeasonal & cohort drift alerts
04 / EXPLOREEVIDENCE VIEWDrill down to raw logs & entities
05 / HANDOFFTRIGGER CREWLaunch scoped agent investigation
06 / VERIFYOUTCOME TRACKMeasure post-action KPI recovery
Live platform property: Explore contract-backed analytics at insight.ceez.ai ↗.
HORIZONTAL PLATFORM PRODUCT · INSIGHT
GROUND · COMPASS · INSIGHT · CREW · FLOW · INGEST · GOVERN · PROVE · FDE WORKBENCH
THE ROLE OF INSIGHT IN THE PLATFORM
Analytics that don't stop at a passive dashboard.
Traditional BI tools display charts divorced from operational execution—leaving analysts to export CSVs and open tickets manually when a metric degrades. Insight binds every KPI directly to Ceez Ground entities and Ceez Crew action contracts.
Powered by a hybrid ClickHouse (columnar time-series), PostgreSQL (transactional state), and Redis (low-latency state) storage tier, Insight handles billions of operational and business events with sub-second drill-down.
01
Eliminate metric drift with Ground-backed KPI contracts
Every dashboard, alert, and AI agent evaluates the exact same governed metric formula, dimensions, and time grain.
02
Slice high-cardinality time-series & operational cohorts in sub-seconds
Decompose DSO, order exceptions, incident MTTR, or infrastructure utilization across regions, vendors, customers, and cohorts.
03
Inspect causal lineage in the Interactive Evidence Explorer
Click any spike or anomaly to inspect the exact underlying transactions, tickets, state diffs, and entity relationships.
04
Launch governed Crew investigations or Flow workflows from any finding
Pass the full analytical slice and entity context directly into a Ceez Crew team or Flow workflow without losing state.
TECHNICAL CAPABILITIES
Engineered for production reliability, scale, and auditability.
Every capability in Insight operates within your existing enterprise identity, data residency, and governance boundaries.
02
Automated Root-Cause Contributors
Rank the top dimensional drivers behind any metric shift using statistical attribution and Ground ontology.
03
Natural-Language Contract Queries
Ask complex analytical questions in plain English—compiled deterministically against Ground metric contracts rather than raw SQL guessing.
04
Proactive Threshold & Drift Monitors
Trigger continuous background evaluations that wake up Crew agents when leading indicators cross operational bounds.
05
Closed-Loop Value Verification
Partner with Ceez Prove to measure whether executed agent actions actually improved the target operational KPI.
06
Horizontal Engine Across Use Cases
Powers analytical detection across Finance, Revenue, Customer Ops, Supply Chain, IT Ops, and SecOps blueprints.
HOW INSIGHT POWERS USE CASES
Insight is a composable horizontal building block.
Insight turns data acquired by Ingest and structured by Ground into decision intelligence that triggers Crew and Flow—and verifies outcomes in Prove. In FDE Workbench, teams combine Insight with Ground, Compass, Crew, Flow, Ingest, 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 Insight against a live operational objective.
Map how Insight connects to your existing systems, data models, and governance controls in a focused 30-day pilot.