Sovereign Intelligence. Deep Awareness.
On prem, open source, enterprise AI that secures your data while enhancing performance.
Introducing SHU—Structured Heuristic Understanding
Your AI is Lazy.
Most enterprise AI is just a "Giant Bucket" of text. It sits there, waiting for a question, while your queries fail and your infrastructure slows.
68% of enterprise search queries return no useful results.
2.5 Hours lost per day by knowledge workers searching for answers.
The Query-Space Gap: Standard systems match keywords, not intent. They fail to answer the questions that actually matter.
Key Benchmark Improvements*
Natural Language
97% superior relevance and utility in natural language queries.
Reliability
100% win rate vs the baseline in per-query scoring at high-confidence thresholds (0.50)
Recall & Precision
+8.0% better on Recall@10 and +5.0% better on Precision@10 vs standard methods
MAP@10
+13.4% better vs standard chunk similarity and a +17.4% improvement over BM25
Ranking Quality
+9.4% improvement on MRR@10 (relevance of results in top rank) vs chunk similarity
Efficiency Improves with Scale
These results are fetched with higher speed and efficiency the larger the knowledge base and the more users and queries.
*Compared to base LLM.
True Intelligence Culminates with Awareness.
OpenShu understands your data the moment it arrives. We bridge the gap between your data and your business outcomes by turning every document into an Intelligent Artifact.
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We don't wait for a query. The AI reads and understands every piece of data the moment it enters the system. It generates synopses, extracts entities, and explicitly synthesizes the questions that document is capable of answering.
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The enterprise is alive. OpenShu establishes live, event-driven connections to your systems—CRMs, border gates, sensor logs. We operate on real-time data, not static uploads from last week.
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Not everything is solved or avoided with a search query. We push intelligence to you via workflows at the exact moment it is needed. The system triggers on real-time events to auto-enrich alerts and deliver insights without you ever typing a word.
Universal Implementation.
Logistics
Detect high-density anomalies in shipping manifests before they clear customs.
Hospitality
Pre-book rooms and vehicles for VIPs the moment their flight lands.
Energy
Detect acoustic precursors to failure in machinery logs before a shutdown occurs.
Legal
Instantly synthesize timelines across millions of discovery documents.