Blog

Agentic Task Delegation

Our experiments demonstrate the potential of LLM-based solutions for agent delegation, highlighting practical techniques such as reranking, and leveraging model probabilities to enhance accuracy and interpretability.

August 27, 2025
April 24, 2025

Adaptive Software for Rapid Change

Recent global disruptions demand immediate business agility, yet traditional enterprise software is rigid and slow to adapt. Knowledge workers currently fill this gap manually. Leveraging AI-driven, language-based software empowers these workers to rapidly respond to change, fundamentally enhancing business resilience and responsiveness.

August 20, 2025
April 15, 2025

AI-Native Organizations

The missing piece in the AI productivity puzzle is organizational. To unlock AI’s full potential, businesses must redesign workflows, roles, and coordination models for a hybrid human-agent future.

August 20, 2025
April 3, 2025

Planning is the New Search: Transforming the Knowledge Economy

Search retrieves facts. Planning drives outcomes. It aligns work with intent, connects systems, captures corporate memory, and orchestrates human–AI execution. The result: less friction, more consistency, and scalable productivity.

August 20, 2025
January 20, 2025

Reliable planning with LLMs

Explore how OpenAI’s new o1 model is reshaping AI agentic workflows by advancing reasoning and planning capabilities, bridging traditional methods with the generative power of large language models to tackle real-world challenges.

August 20, 2025
September 23, 2024

Remember Everything Ever : Collective Long-Term Memory of AI Agents against the Doom of Documentation

Explore how Interloom’s AI-powered Collective Long-Term Memory transforms traditional documentation by automating knowledge capture across conversations, documents, and workflows, enhancing decision-making and efficiency for businesses.

August 20, 2025
May 27, 2024

The Case for Adaptive Automation

Learn how Interloom’s vision for adaptive automation addresses the limitations of traditional enterprise software by using AI to infer work patterns, capture collective memory, and automate complex processes, setting a new standard for efficiency and flexibility in business operations.

August 20, 2025
March 14, 2024

Press Release: Interloom raises $3 million to build the next generation AI-powered process automation software

Discover how Interloom’s groundbreaking AI platform combines task mining, knowledge graphs, and adaptive automation to tackle the inefficiencies of traditional workflows, offering actionable insights into transforming complex processes like procurement, customer onboarding, and claims processing.

August 20, 2025
March 13, 2024