New Squirro release closes the gap between structured enterprise knowledge and ad-hoc user workflows

Squirro, a global leader in enterprise-grade Generative AI and knowledge graph technology, announced the general availability of its latest Long-Term Support (LTS) platform update—introducing a variety of powerful new capabilities designed to close the gap between structured enterprise knowledge and ad-hoc user workflows.

According to the company, Squirro Release 3.14.4 introduces direct file uploads, multimodal image reasoning, and an enterprise-grade prompt library—features that help organizations quickly and accurately extract insights from complex documents, whether stored in secure enterprise repositories or sitting on a user’s desktop.

“The biggest sticking point for enterprise AI remains real-world adoption. To truly scale, the technology has to be completely frictionless,” said Dorian Selz, CEO of Squirro. “With this release, we are dismantling specific barriers that stall workflows, removing language constraints and enhancing image reasoning, for our global user base.”

The centerpiece of the latest Squirro Platform Release is a vastly enhanced chat experience designed for versatility and depth, the company said. Direct file uploads let users bypass traditional indexing workflows by dragging contracts or reports directly into the chat for on-the-spot, secure analysis. For complex long-form content, a new “Chat with Item” agent maintains deep memory context retaining the first 100 pages plus a summary to support intricate Q&A sessions without losing the thread.

Multimodal image reasoning enables the AI to interpret charts, tables, and images contained within documents, while newly introduced table rendering capabilities automatically format structured data outputs into clean, readable tables directly in the chat window.

Collectively, these features evolve Squirro Chat into a comprehensive analytical workbench, providing users with the tooling required to drive sophisticated data tasks across the enterprise, the company said.

Beyond the chat interface, the release delivers critical enhancements for GenAI governance and control. A new prompt library helps teams standardize best practices by sharing reusable prompts at the project level. Custom user prompt instructions enable administrators to enforce global behavioral rules such as specific personas or safety protocols to ensure that every AI interaction adheres to corporate standards.

The update also strengthens the platform’s core intelligence and global capabilities. Enhanced PDF OCR adds dedicated support for Simplified Chinese, Traditional Chinese, and Arabic, ensuring high-accuracy extraction from scanned global documents, addressing customer requirements in China and the Middle East.

Intelligent decomposition of complex words, common in Germanic languages, offers improved search relevance and retrieval precision in Squirro’s home markets.

Squirro Release 3.14.4 combines deep context memory, multimodal reasoning, and dynamic ad-hoc analysis, to enhance the reasoning capabilities of auditable agentic workflows—systems that do not merely retrieve information but actively collaborate with users to solve complex problems.

For more information about this news, visit https://squirro.com.