Three Engines, One Intelligent Data Platform
Coomia integrates Flink-native pipelines, a Palantir-grade ontology, and an AI agent super-team into a unified, privately deployed platform — from raw data to actionable intelligence, without the Airbyte + dbt + Dagster tool-chain sprawl.
AI-driven pipeline authoring on Apache Flink with full-lifecycle governance — from one-click database onboarding to production-grade batch + streaming, real lineage, and contract-first quality enforcement.
CREATE TABLE dwd_orders_enriched ( order_id STRING, customer_id STRING, amount DECIMAL(18,2), dt DATE, PRIMARY KEY (order_id) NOT ENFORCED ) WITH ( 'connector' = 'doris', 'table.identifier' = 'dwd.orders_enriched' ); INSERT INTO dwd_orders_enriched SELECT o.id, o.customer_id, o.amount, DATE(o.created_at) FROM bronze_orders o LEFT JOIN bronze_customers c ON o.customer_id = c.id;
AI-Powered Pipeline Builder
Describe your data flow in natural language. Coomia generates production-ready Flink SQL plus Doris DDL with Bronze → Silver → Gold layering — unified batch + streaming, in minutes, not days.
One-Click Database Onboarding
Point Coomia at a MySQL, PostgreSQL, Doris, or ClickHouse database. It scans the schema, detects relationships, drafts entity types, and deploys CDC pipelines — all in a single flow.
Data Quality Engine
AI auto-generates quality rules with 30+ rule types via Great Expectations. Statistical profiling, anomaly detection, PII identification, and real-time quality scoring.
Real Data Lineage
True lineage sourced from Flink jobs and Doris queries — not mocked. Column-level tracking with visual impact analysis before any change ships.
Data Contracts & Schema Drift
Contract-first code generation ensures Schema precedes code. Automatic schema drift detection, breaking change alerts, and AI-generated repair proposals.
Asset Catalog & Profiling
URN-unified asset catalog with multi-source sync across Flink, Doris, and the ontology layer. Column-level profiling with distribution histograms, null rates, and PII detection.
Data Service Publishing
One-click conversion of SELECT queries to REST APIs with dynamic parameters, version management, rate limiting, caching, and access control.
Pipeline Template Marketplace
Pre-built templates for common industry scenarios (ERP, CRM, e-commerce). Optimization engine auto-scans for performance bottlenecks and suggests improvements.
Palantir Foundry-grade ontology system — 16 modules covering object types, actions, rules, decisions, worlds, vector search, matching functions, and AI-augmented generation.
Object Type Management
Define ObjectType schemas with attributes, relations, and rules. Stored in Doris VARIANT JSON with full version control. Changes propagate automatically downstream.
Object Explorer
Instance CRUD, semantic search, filtering, relationship graph visualization, and timeline view. Navigate your domain model interactively with full context.
Action Engine
5 pure data operations (CREATE/MODIFY/DELETE OBJECT/LINK) with transaction support. Atomic execution ensures data consistency across complex multi-step actions.
Rule Engine & Automation
YAML-based business rules with Rete network reasoning. TRIGGER_DECISION triggers, derived attribute computation, and event → rule → recommendation → execution closed loop.
Decision Studio
Interactive scenario exploration with rule evaluation, option generation, impact assessment, and execution. AI-assisted recommendations with explainable confidence scores.
World Management & What-if
Branch scenario management with Nessie integration. Before/After split-screen comparison, impact propagation animation, and multi-scenario side-by-side evaluation.
Event-Driven Architecture
Kafka-powered real-time event processing with lifecycle transitions. Event → Rule → Recommendation → Confirmation → Execution full automation pipeline.
Agent Runtime
DecisionAgent, QueryAgent, and OntologyAssistant with 4 agent capability types. AI agents that understand your ontology and execute actions autonomously.
Vector Query & Graph Traversal
HNSW vector embedding search for semantic similarity. Multi-hop graph traversal and aggregation analysis across relationship networks.
6 Matching Functions
Vector matching, attribute matching, capability matching, team matching, risk matching, and temporal matching — find the right objects across any dimension.
Function Runtime
User-defined Python functions in sandboxed execution. Derived attribute computation with full isolation, versioning, and performance monitoring.
OAG: Ontology Augmented Generation
Structured RAG grounded in your ontology. Prompt templates, decision explanation generation, and citation tracking — AI answers backed by real business objects.
Five specialized AI agents collaborate as a super-team — delivering NL insights, auto dashboards, root cause analysis, forecasting, causal analysis, and 5 advanced analysis models.
Analytics Agent
Natural language → SQL with ontology-aware semantic understanding. Aggregation, distribution, TopN queries with dynamic charts, confidence scoring, and insight annotations.
Dashboard Agent
AI auto-generates interactive dashboards with intelligent chart type selection and layout optimization. Ontology-aware with object drill-through to Object Explorer.
DQ Agent
Automated data quality rule generation with 30+ rule types via Great Expectations integration. Quality reports, anomaly alerts, and trend monitoring.
RCA Agent
Root cause analysis with anomaly metric tracking and impact chain visualization. Causal analysis canvas with event backtracking and timeline replay.
Forecasting Agent
Time-series prediction with confidence interval estimation and long-term trend forecasting. Prediction curves with visual confidence bands.
6 Structured Renderers
Table, card, chart, metric, timeline, and form renderers. CopilotKit integration for real-time streaming answers and multi-turn conversation context.
Funnel & Retention Analysis
Multi-step conversion funnel with drop-off identification. Retention heatmaps, cohort comparison, and churn curves — powered by Doris WINDOW_FUNNEL & RETENTION.
Path & Interval Analysis
Event sequence visualization with Sankey flow diagrams (forward/reverse paths). Time-between-events distribution with box plots and percentile-based bottleneck identification.
Attribution Analysis
5 attribution models (first-touch, last-touch, linear, time-decay, position-based) for multi-touchpoint contribution measurement and channel effectiveness evaluation.
Pattern Discovery Engine
Vector clustering, graph pattern recognition, time-series trend identification, and cross-dimension correlation discovery. AI proactively surfaces insights you didn't know to look for.
Ontology-Grounded Copilot
Page context auto-injection, conversational action execution, and entity auto-linking. The copilot understands what you're looking at and acts accordingly.
Common Capabilities
Enterprise-grade infrastructure that powers every module.
Project Management
Multi-org, multi-project workspaces with role-based access (Admin/Developer/Viewer) and complete resource isolation.
Git-style Data Versioning
Nessie-powered branches for data. Zero-copy cloning, atomic merges, and Merge Request workflows with code + data diff.
RBAC Access Control
Fine-grained permissions at world, project, and field levels. SSO, SAML, OIDC support with data classification and masking.
Audit & Compliance
Complete operation history with immutable records. Query audit logs, access tracking, usage statistics, and compliance proof.
Multi-tenant Isolation
Three-level isolation: Org → Project → Branch. Data, compute, and access boundaries enforced at every layer.
Business Glossary
Term definitions, synonym management, asset association, and review workflows. Unified business vocabulary across the platform.
Ready to Get Started?
Deploy Coomia in your own infrastructure. Request a demo or start a 14-day free trial today.