Semantica

Semantica is a governed context and semantic layer that provides business semantics, causal reasoning, and decision provenance for enterprise AI.

Semantica is a graph-native context and semantic layer for enterprise AI systems, vector stores, and agents. It sits between raw enterprise data sources and AI models to turn fragmented records into structured context, business semantics, and provenance. The platform supports inputs like Databricks, Snowflake, SAP, Salesforce, PostgreSQL, MySQL, Oracle, Kafka, Kinesis, REST APIs, and documents. It integrates with AI frameworks and tools such as Claude Code, Cursor, LangChain, CrewAI, Agno, and MCP. Features include ontologies, controlled vocabularies, reasoning engines, and policy gates to ensure auditable and transparent AI operations. It is built for regulated domains like finance, healthcare, energy, and legal where compliance audits are required.

Semantica at a glance

Best for: Software engineer
Runs on: Web, API, CLI, self-hosted, open source
Pricing: Starter Free; Pilot Custom; Managed Cloud (In Development); Forward Deployment (Deployment + annual license)
Released: June 2025
Category: AI agent tool
Website: getsemantica.ai

Key features

Connect enterprise data sources
Extract entities and relations
Build queryable context graphs
Enforce OWL ontologies and SHACL rules
Generate W3C PROV-O provenance lineage
Run causal reasoning and policy gates
Export full graph data

Use it for

Underwrite loans with verifiable audits
Trace AI decisions for regulatory compliance
Unify fragmented enterprise data sources
Connect AI agents to governed context graphs

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