Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI-Ready AEC: Building a Smart Digital Foundation With Autodesk and Egnyte

Every week, I hear from firms eager to explore how artificial intelligence can speed up workflows, improve quality, and unlock new ways of working. But here’s the reality: AI is only as good as the data behind it. Without a solid foundation of structured, governed, and secure information, AI’s potential quickly crumbles.

The Case of the Phantom Date: How a Single Pixel Fooled Our Visual AI

We’ve all seen it: a cutting-edge, multimodal LLM, capable of understanding complex documents, stumbles on a seemingly simple task. In our case, the model confidently reported a contract’s signing date as "March 30". The only problem? The document clearly stated "March 9th". It wasn't just a minor error; it was a baffling one that sent us down a rabbit hole of debugging.

Turn Your Projects into a Living Knowledge Base

Every construction project generates knowledge: lessons learned in the field, submittals and specifications worked through in design reviews, and RFIs that clarify how to build smarter. Yet, when a job is completed, much of that hard-earned wisdom vanishes—lost in inboxes, outdated folders, or disconnected drives. This phenomenon—what some call the knowledge drain—costs contractors more than just time. It leads to redundant work, missed insights, and costly rework.

From Rework to Readiness: How Contractors Can Operationalize Lessons Learned

Every project brings surprises. Maybe it’s an ambiguous spec that created delays. Or an RFI that clarified critical field conditions. Or a detail missed during handoff that led to costly rework. The gap between knowing and doing is evident when: Most contractors experience these issues, document them somehow, and then move on. The challenge isn’t that lessons aren’t learned—it’s that they aren’t operationalized.

August Release Rollup: AI-Powered Agents, Egnyte to Egnyte Connector 2-Way Sync, and More

We’re excited to share new updates and enhancements for August, including: For more information on these updates and others, please read the complete list below and follow the links for more detailed articles.

Improve Prompt Quality, Consistency, and Productivity With Egnyte's AI Prompt Library

Generative AI can deliver great improvements in work productivity and quality. But business users must be able to rely on the dependability of the responses their AI tools generate for them. That’s only possible with sophisticated, often complex prompts. In addition, companies want AI solutions that ensure a high level of consistent results across teams. With gen AI, when 10 users ask the same questions using their own prompts, they get 10 different responses.

Five Ways to Leverage AI Safely and Responsibly

Artificial Intelligence (AI) is super-charging customer service, amplifying personalized product recommendations, and accelerating workflows that enable humans to focus on higher-value tasks. However, AI cannot deliver desired productivity improvements to financial organizations without foundational security protection in place. In this blog, I recap several best practices that empower financial institutions to leverage AI safely and responsibly.

Creating Cross-Cultural Content Consistency with Structured Content Blocks

As a result of working in a global, digital atmosphere today, all content must be globally appealing yet culturally nuanced. Messages must be fully understood through localization, yet they must also cater to the brand's tone and the ease of the larger content theme. An ideal way to achieve this is through content structured in content blocks. When organizations create segmented, bite-sized, reusable chunks, content efforts can scale easily no matter the region without losing tone, style, or branding efforts. Essentially, organizations learn to "talk" to different cultural "languages" while still being themselves at the core.

Egnyte's Journey to FedRAMP Compliance and Beyond

Egnyte’s core values have always included trust, security, and enablement of business agility for customers who work in data-intensive and highly regulated industries. In turn, our cybersecurity program has always been aligned with those values, resulting in Egnyte’s maintenance and continuous expansion of our portfolio of industry-specific compliance certifications.