MATIH
ENTERPRISE INTELLIGENCE PLATFORM
DATA SOURCES
Every format. Every signal.
Databases
Cloud & Lakes
Streaming
Files & APIs
CSV
JSON
PDF
50+ connectors
DE
ML
BI
AI
DATA ENGINEERING
From chaos to query-ready intelligence
INGEST
VALIDATE
TRANSFORM
SERVE
CDC
Change Data
Batch
Scheduled
Stream
Real-time
Schema & Quality
Gates & contracts
Spark
Batch
Flink
Stream
dbt
SQL
Iceberg
Open Table
Trino
Federated
ORCHESTRATED ON
Ingest from 50+ sources. Transform with Spark, Flink, dbt.
Query across everything with Trino. All orchestrated by Airflow.
Real-time CDC
Schema Evolution
Incremental
Quality Gates
Federated Query
ML LIFECYCLE
Deploy. Measure. Adapt. Full lifecycle with one platform.
ML
Features
Train
Validate
Registry
Deploy
Monitor
Drift
Retrain
From feature engineering to production serving with drift detection.
Distributed training on Ray. A/B experiments. Continuous feedback.
BUSINESS INTELLIGENCE
Answers in seconds, not sprints. From question to insight.
"Why did churn increase in Q1?"
Route
SQL Gen
Analyze
Visualize
Insight Generated
Governed dashboards with semantic layer. Real-time BI.
Every metric, one definition. Every dashboard, governed.
AI SWARM
Autonomous agents. Converge. Think. Execute. Evolve.
TASK
Router
SQL
Analyst
Viz
Research
Code
Planner
Validator
AGENT ORCHESTRATION
MCP
Think
Execute
Validate
Return
Continuous feedback loop
AGENT MARKETPLACE
SQL Agent
Query Generation
Viz Agent
Chart & Dashboard
Research Agent
RAG & Search
Code Agent
Build & Deploy
Autonomous multi-agent orchestration with MCP protocol.
Context graphs. Chain-of-thought. Self-improving swarm intelligence.
INSIGHTS & ACTIONS
Not dashboards. Decisions.
Governed Dashboards
✓
Data Lineage
✓
Compliance Reports
✓
Production Models
✓
Smart Alerts
✓
Loop closed. Decisions made.
MATIH
THE AI-NATIVE ENTERPRISE DATA PLATFORM
INTENT
Ask anything
INSIGHT
AI delivers answers
ACTION
Automated decisions
SCALABLE
SECURE
GOVERNED
ENTERPRISE READY
CLOUD AGNOSTIC
COST-EFFICIENT
Self-Optimizing Enterprise Intelligence