Blog

Ideas, playbooks, and implementation lessons

Practical writing from the Cube5 team on operational AI, document workflows, and deployment patterns for enterprise teams.

May 16, 2026

Enterprise AI - Part 5: Stop Assembling Context. Start Inheriting It.

General-purpose AI chatbots were not built around your organizational knowledge. They were built with the Large Language Model (LLM) at the center. But every AI output is only as good as the knowledge it was generated f…

Apr 15, 2026

Enterprise AI - Part 4: Facts, Not Fiction — How Cortex Generates from Enterprise Knowledge

Most AI writing tools have the same failure mode: they produce fluent, confident text that turns out to be wrong. Not wrong in an obvious way, but wrong in the way that only becomes apparent when someone checks the unde…

CCube5 Team

Apr 14, 2026

Enterprise AI - Part 3: Chat Is Nice, But I Need a 20-Page Technical Proposal

Many engineers and pre-sales teams have tried using AI to produce a proposal or a specification. The usual result: a convincing first page that deteriorates into generic filler, or a chat transcript that still needs to…

CCube5 Team

Apr 13, 2026

Enterprise AI - Part 2: The Valuable Facts Are in Tables and Charts

When a finance team reviews an annual report, the insight they need is not in the opening letter from the CEO. It is in the second table on page 147 — a specific row, a specific column, a number that determines whether…

CCube5 Team

Apr 12, 2026

Enterprise AI - Part 1: It Starts with Provenance and Precision

Getting AI to produce an answer from a technical document takes seconds. Getting your team to trust that answer is what takes work — and it usually starts with one question: "Where did that come from?" When a generated…

CCube5 Team

Apr 15, 2026

Beyond Chatbots for Enterprise GenAI

[This article is also posted on Medium for commentary and interaction] The demo appeal of Chatbots Since the beginning of the Generative AI revolution, a considerable emphasis has been placed on chatbots as a means to d…

CCube5 Team

Apr 15, 2026

Basic RAG is not so basic for Enterprise Data

[This article is also posted on Medium for commentary and interaction] When it comes to LLM-powered chatbots and information retrieval, many demos and consumer-facing applications showcase the capabilities of Retrieval…

CCube5 Team

Apr 15, 2026

Artificial Intelligence Agents and Enterprise Systems of Record

[This post is written by Dan Selman, technical board member and advisor to Cube5 AI. The article was originally published here and further enjoyed an interesting discussion on LinkedIn here. - - - There’s been a Cambria…

CCube5 Team

Apr 15, 2026

Three Ways to Unlock AI in Your (Large) Organization

Feeling occasionally frustrated as an intrapreneur? You might have observed that on one hand, there’s growing recognition at the executive level that AI is not just another tool—it’s talked about as a "transformational…

CCube5 Team

Jan 12, 2026Governance

Beyond Pass/Fail Testing: Redefining 'Done' for AI Systems

Abstract The integration of artificial intelligence (AI) —particularly generative AI—has profoundly transformed the foundations of IT project management. While traditional approaches rely on deterministic systems with r…

CCube5 Team

Apr 29, 2025Adoption

Presto Engineering Partners with Cube5.AI

Presto Engineering Partners with Cube5.AI to Drive AI-Powered Process Automation in Semiconductor Engineering Aix-en-Provence, France –April 24, 2025 – Presto Engineering, a leading European provider of ASIC development…

CCube5 Team

Apr 29, 2025Adoption

The AI-Powered RFP Revolution: Streamlined Response Strategies

Imagine spending weeks hoping to craft the perfect RFP response, corralling the team, searching through specifications and editing the responses. As the deadline approaches, you know the quality isn’t what you had hoped…

CCube5 Team

Apr 15, 2025Adoption

Breaking Barriers – Overcoming Internal Resistance to AI Projects

The Hidden Roadblock to AI Success Imagine this: A high-tech manufacturing firm invests millions in AI-driven automation, confident that efficiency gains will follow. The technology is cutting-edge, the potential ROI is…

Cube5's solution for managing RFP requirements and generating responses with AI

Mar 18, 2025RAG

Respond to RFPs and Win Deals with AI-Powered Precision

You’ve just received an important RFP — and the clock is ticking. RFP responses are a high-stakes game, especially in industries like high-tech and financial services where response quality is critical. The challenge? F…

CCube5 Team

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