Author: Robb Bush
Showing 21–40 of 63
McKinsey: The agentic organization – the next paradigm
AI is bringing the largest organizational paradigm shift since the industrial and digital revolutions. This new paradigm unites humans and AI agents—both virtual and physical—to work side by side at scale at near-zero marginal cost. We call it the agentic organization. https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights/the-agentic-organization-contours-of-the-next-paradigm-for-the-ai-era
i5 Context Engineering
i5’s dynamic system design turns context into computation. In i5, context engineering is the practice of embedding dynamic, structured, and evolving information into the simulation engine to generate richer, more adaptive scenarios that respond to real-world shifts. Unlike narrow prompt tuning, i5 context engineering spans: In i5, everything starts from “context.” Traditional systems WAIT for…
i5 AI Trust & Transparency (i5 AI-BOM)
Introduction Modern enterprises are increasingly asked not only to adopt AI systems, but also to prove that those systems are safe, transparent, and accountable. Regulators (like the EU AI Act), customers, and procurement teams all expect clear evidence of how AI makes decisions, where its data comes from, and what guardrails keep humans in control. The AI-BOM…
The Trust Deficit in Enterprise AI
Enterprises are accelerating their adoption of AI, but face a widening trust deficit. While models grow more powerful, most systems still operate as opaque black boxes – difficult to govern, risky to procure, and vulnerable to regulatory scrutiny. Procurement teams demand documentation, regulators require oversight, and boards insist on explainability. Yet current remedies – explainable AI,…
i5: AI is Not the Product
INDUSTRY 5’s system-level approach to decision-making, simulation, and coordination CONTENTS Overview As generative AI continues to reshape expectations across enterprise technology, systems like INDUSTRY 5 (i5) offer a valuable counterpoint – one that reveals how real-time decision-making, simulation, and coordination must be rooted in architectural design, not just surface-level innovation. While many AI-enabled tools emphasize…
Orchestration Platforms: System-Agnostic Approaches with Simulation-First Adoption
Recent HFS research highlights the critical importance of orchestration platforms in the evolving AI landscape, particularly for enterprises seeking to implement agentic AI solutions in a controlled, scalable manner. The Rise of Orchestration Models In 2025, HFS Research identified that while many enterprises have been “tinkering” with AI technologies for nearly two years, a more…
i5: Simulation-First → Orchestration-at-Scale
INDUSTRY 5’s Four-Phase Delivery Model and Emerging Analyst Frameworks Analyst research in 2025 points to an inflection point in enterprise AI adoption – where incremental pilots give way to orchestration-first strategies that embed governance, interoperability, and adaptability into the operational fabric from day one. INDUSTRY 5’s four-phase orchestration-first model mirrors this trajectory, using synthetic data…
INDUSTRY 5 Analyst Briefing
Can you imagine the day when an agentic system conducts its own analyst briefing – live, unscripted, without a net? Oh wait, that just happened… 🤯 Jim Brown of Tech-Clarity met directly with INDUSTRY 5. No slides. No handlers. Jim asked the tough questions and explored how agentic AI could redefine how enterprise decisions get made…
i5 Demo: Business Case to Business System …in Minutes | 2025
See how i5 builds a working supply chain POC—fast, functional, and friction-free. Hi, I’m Robb Bush, founder of INDUSTRY 5. Let me show you how fast you can spin up a custom POC evaluation of i5, an agentic system for supply chain orchestration. With as little as one input, i5 can generate a full supply…
What Enterprise Buyers Really Want from AI in 2025: How i5 Delivers
Constellation Research’s latest article, “What We Learned from Enterprise Tech Buyers in the First Half of 2025,”captures a familiar tension: AI is everywhere in the conversation, but still feels distant in execution. Buyers are interested—but skeptical. The vision is clear, but the path feels opaque. At INDUSTRY 5, we believe this isn’t a signal of doubt.…
HFS: $1.5 trillion Services-as-Software market takes off—three swimlanes emerge
A new wave of platforms is bypassing traditional service delivery to deliver real-time, adaptive business outcomes. These offerings are AI-native, cloud-first, and designed for autonomous decision-making, continuous optimization, and contextual recommendations. These platforms bypass legacy service models altogether. They deliver autonomous decision-making, continuous optimization, and cross-industry collaboration. By doing so, they are shifting the buying…
i5’s Austin Tech-Story
They say Austin’s lost its mojo. 🤷♂️ That the dream dried up, the unicorns rode off, and the sizzle turned into sweat. But some of us were born here, and we know better. I came into this world with a UT shirt on (my dad played 🏀 for the Longhorns). Austin’s in my bones. I’ve…
i5 Value Propositions
Below are results from internal benchmarking and scenario-based validation. INDUSTRY 5 offers more than theoretical innovation. i5 can deliver transformative operational performance. RESPONSIVENESS: Time and effort savings in reacting to unexpected disruptions Traditional systems rely on human intervention and batch updates, delaying response. i5 enables autonomous, real-time reaction, reducing exposure and improving fulfillment. Traditional ERP…
McKinsey: The future of work is agentic
The digital workforce is happening. Here’s what it may look like when humans are working side by side with AI agents—and how to prepare now for this surprisingly near-term eventuality. https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights/the-future-of-work-is-agentic
i5’s Live Orchestration Architecture
A Comparative and Architectural Deep Dive into i5’s Agentic Design Introduction: The New Requirements of Enterprise Coordination For decades, enterprise systems were built on the assumption that planning precedes execution—and that if the plan is good enough, execution will follow. This assumption shaped an entire category of platforms: ERPs, APS tools, and SCM suites that…
Orchestration, Not Automation: The Rise of the Agentic Enterprise
Full credit to Phil Fersht and the entire team at HFS Research for putting real language to a seismic shift already underway in enterprise technology. Their latest POV—The Agentic AI Era Has Arrived—doesn’t just capture a trend. It marks a turning point. We’re moving beyond layers of dashboards, rule engines, and bolt-on’s. The new model?…
Forbes: How The Rise Of AI Agents Can Revolutionize The Supply Chain And Other Industries
Explores how AI agents take automation a step further by making independent decisions based on real-time data. https://www.forbes.com/councils/forbestechcouncil/2025/05/21/how-the-rise-of-ai-agents-can-revolutionize-the-supply-chain-and-other-industries
i5’s Agentic Architecture
What is Agentic Architecture? Agentic architecture is a modular, decentralized design paradigm where software is composed of autonomous, intelligent agents—each capable of performing discrete functions, making decisions, and interacting with other agents. In INDUSTRY 5, these agents function much like specialized digital employees, each: This architecture transforms the software system from a rigid process executor…
Capgemini: Agentic supply chains
Explores how task-specific agents can enable modular, adaptive supply chains and unlock human-AI collaboration. https://www.capgemini.com/gb-en/insights/research-library/agentic-supply-chains-dawn-of-a-new-transformative-era/
HFS: the Supply Chain Singularity framework
The Supply Chain Singularity framework reconceptualizes the supply chain as ‘one intelligent system’ that converges three core elements: intelligence, integration, and autonomy For chief supply chain officers, the decision at hand is whether to continue squeezing efficiency from a model creaking under the weight of global upheaval or embrace a new model built for resilience,…