Understand and Govern: the SenangAI platform.
How enterprise knowledge stays connected, how permissions are checked before retrieval, and how every request produces an audit record.
Understand: connected knowledge
A contract is not just a file. It sits with the project, the people, the decision and the obligation that belong with it. Ask “why” or “who decided” and those links are the answer, with their sources.
That is the difference between a private knowledge base and a folder of PDFs with a chat box on top. People, projects, decisions, contracts and obligations stay related as they relate at work. Questions that span sources resolve as one answer. Delete a document and everything derived from it goes too. See Understand on the platform.
Govern: identity, scope, proof
Identity and scope are checked before anything is read. A person in finance does not receive a legal memo as a helpful extra. A denied request produces an audit event, not a leaked paragraph.
You register which models are permitted to run, and nothing else runs. Budgets are enforced at organisation and person level. That is governance as a running control, not a quarterly report. Agathon’s 2026 note on sovereign AI governance is right about the stall point: programmes fail in the gap between documented controls and operational reality. Paperwork cannot see an untested denial.
Read Govern and how deletion and data placement are designed.
Automatic records, not reconstructed ones
The EU AI Act Article 12 requires high-risk systems to technically allow automatic recording of events over the lifetime of the system. Article 19 specifies timestamps, inputs that led to a match, and the people who verified a result. Retention is at least six months. NIST Measure is the voluntary overlay. DeepInspect’s crosswalk is blunt: a NIST-aligned system that only produces application metrics will fail Article 12.
SenangAI produces the record as work happens: what was asked, which sources were used, which model ran, what it cost, who approved it, and which attempts were denied. That record is exportable. If your risk lead cannot see a question fail closed, stop. For agents that take action, the same record has to show the halt. See skills and human approval. For the clocks that record has to meet, read ISO 42001 and Article 73 incident timelines.
Where this sits
Chat still drafts. Search still finds a known file. The knowledge layer is what you use when the answer must stay inside permissions and arrive with proof. Read where SenangAI fits next to chat, search and custom apps.
When you want us in the room, book a demo with one question the organisation already argues about. For a buyer list, start with how to buy private, permission-aware enterprise AI.
Sources and references
- Sovereign AI Governance: Where Frameworks Meet Reality. Agathon.
- NIST AI RMF vs EU AI Act. DeepInspect.
- The six-layer AI governance stack. QueryNow.
- The CISO's Guide to AI Governance in 2026. DataCouch.
- Making Sovereign AI Real. TM Forum.