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Ace Intelligence Systems
Preparing a calmer, clearer view of your automation workspace.
Aligning workflows
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Preparing a calmer, clearer view of your automation workspace.
Ace Intelligence
Technical research connecting advanced AI architectures to tangible business outcomes.
Our whitepapers bridge deep technical capability and strategic vision. They demonstrate that we understand the underlying math, data pipelines, and infrastructure, and how those systems save operational teams 20 hours a week or eliminate manual bottlenecks.
8 agent pipeline generating IEEE format academic papers in under 90 seconds, replacing 40+ hours of manual literature review. Autonomous discovery, verification, and compilation with zero hallucination.
View the live demo in the projects sectionRAG pipelines for financial time series analysis with real time anomaly detection. Processes streaming data through vectorized memory for instant pattern recognition in trading infrastructure.
Sub second intent classification architecture for high frequency trading systems. Built on n8n orchestration with LLM based routing, achieving 94% classification accuracy with under 50ms overhead.
Vector database sharding strategies for 10M+ document knowledge bases. Comparative analysis of ChromaDB, Qdrant, and Milvus for enterprise retrieval augmented generation workloads.
Production tested methodology for eliminating LLM hallucination in enterprise deployments. Covers vector anchoring, multi step verification chains, confidence thresholding, and audit trail implementation.