Semantica: knowledge graphs and agent decision traces
On August 8, 2026, the publication about the open-source Semantica project describes self-hosted infrastructure for turning data into knowledge graphs and recording agent decisions.
Source: Semantica oferece infraestrutura graph-native para agentes de IA (github.com). Text prepared with AI from this source.
What happened and what to do
The August 8, 2026 publication presents Semantica as an open-source, self-hosted project licensed under MIT. Its infrastructure transforms data into knowledge graphs and records agent decisions; these traces and provenance records can help engineers inspect how an agent reached a result.
A company could implement a provenance layer that records agent inputs, decisions, and outputs in a queryable graph, with access controls and monitoring. This can support investigations and help track changes to data and automated workflows, without requiring an AI solution where the case calls for something else.
How the consultancy can help
Wendelmaques can diagnose how your company’s agents and data need to be traced, scope a provenance implementation, and deliver its operation on your own infrastructure.
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