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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
Proving enterprise grade AI through transparent architecture, rigorous verification, and measurable outcomes.
We don't just build AI, we build systems you can trust. Every architecture we design is deterministic, verifiable, and purpose built for enterprise scale. Explore our engineering ethos through live sandboxes, architectural deep dives, and safety research.
Full multi agent pipeline from Telegram/webhook input through 8 specialized agents to final IEEE format output, with hallucination defense layers for enterprise grade trust.
See our 8 agent research pipeline execute in real time. Enter any topic and watch specialized agents collaborate from keyword discovery through literature review, strategy formulation, methodology design, and final paper compilation. Every step is logged, deterministic, and verifiable.
Our multi agent systems are built on LangGraph orchestration with strict verification layers. Data flows from ingestion (n8n webhooks, API integrations) through a multi agent routing layer to specialized processors, with every output validated against source material before proceeding. ChromaDB vector memory grounds all LLM responses in proprietary data, eliminating hallucination at the architectural level.
Enterprise clients fear hallucination and data leakage. Our defense in depth approach: (1) Vector anchored RAG, every LLM call is grounded in retrieved documents from ChromaDB, never relying on parametric knowledge alone. (2) Multi step verification, each agent's output is validated by the next agent in the pipeline, creating a chain of accountability. (3) Confidence thresholds, outputs below 70% confidence trigger human review fallback. (4) Audit trails, every inference is logged with source citations for full traceability.
We publish technical research connecting advanced AI architectures to tangible business outcomes.
Multi Agent Research Automation: 8 agent pipeline generating IEEE format papers in under 90 seconds, replaces 40+ hours of manual literature review.
Automated Multi Temporal Data Mapping: RAG pipelines for financial time series analysis with anomaly detection.
Zero Latency Routing Architecture: Sub second intent classification for high frequency trading infrastructure.
Enterprise RAG at Scale: Vector database sharding strategies for 10M+ document knowledge bases.