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Advancing the Agentic AI and Decision Intelligence frontier

Aily partners with Mila, the world’s leading AI research community, to advance cutting-edge research: pioneering LLM-powered knowledge graphs and enhancing Aily’s agents to deliver the most accurate, context-rich, and reliable recommendations for enterprise decisions

“Collaborating with Aily...allows us to explore new frontiers in AI reliability and developmethodologies that enhance the trustworthiness of AI-generated recommendations, ultimately benefiting a wide range of applications.”
Dr. Sarath Chandar
Core Academic Member at Mila
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Deep R&D partnership

Smarter. Faster. Reliable.
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Research  1

Enhancing LLM reasoning

Building the foundation for retrieval-augmented generation (RAG)

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Research  2

Advancing LLM reliability

Enabling LLMs to better self-evaluate andautonomously address uncertainty

Partnership value

Aily’s knowledge graphs connect the dots across products, people, and competitors – mapping links  to uncover hidden relationships, surface deeper insights, and turn complexity into clarity.

Our first research stream pioneers RAG systems built on knowledge graphs – boosting LLMs’ reasoning so they can solve high-stakes business problems like competitive moves, acquisitions, and licensing strategies.

Our second research stream improves AI reliability by equipping LLMs to recognize and reduce hallucinations – self-checking their accuracy and autonomously gathering new information when uncertainty arises.

“Aily’s AI Agents already empower enterprises tonavigate high-stakes trade-offs and tackle complex, multidimensional decisions with personalized insights and proactive recommendations.
By combining Aily’s AI and AI agent expertise with Mila’s cutting-edge research on knowledge graphs and agent self-assessment, we’re unlocking even greater levels of accuracy and adaptability in our agents, setting a new standard for enterprise Decision Intelligence that drives reliable, self-assessing decisions.”
Adam Elwood
Head of R&D and GenAI, Aily

Partnership highlights

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Two pioneering research initiatives, break new ground in Decision Intelligence

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Using large language models (LLMs) to build knowledge graphs to better understand complex data

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Enhancing Aily’s Decision Intelligence  across increasingly complex business applications

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Reduce dependency on static, legacy tools and disconnected data sources

“As LLMs become increasingly present in business settings,it is critical to improve their accuracy and reliability order to build trust in AI systems.”

Setting a new frontier for agentic AI and powering the next era of enterprise intelligence

Interested in partnering with Aily?

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