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The Harness Problem

AI Consulting Services

The Harness Problem: Governing AI That Starts Over Every Time | Full Episode | Cut to Context

Every time an AI agent runs, it starts with a clean slate and no memory of what came before. Presidio CTO Rob Kim joins Q2 CTO Adam Blue to explore what that means for AI accountability, why changing models can disrupt proven processes, and how banks can unlock greater value from the AI tools already available today.

AI Consulting Services

AI Strategy Before the Next Budget Cycle: 4 Questions Every Executive Team Should Answer

CEOs, CIOs, CFOs, and operations leaders need to agree on what their AI investment is supposed to accomplish. That means defining where AI can strengthen your competitive position, which opportunities deserve investment, and what governance you need to manage the risks. Only then can you judge the bill against the business value you expect it to deliver. The misdiagnosis The pattern is consistent enough now that I can almost hear it before the call starts. The client has deployed Copilot across the business. Engineering picked up Cursor on their own and likes it. A handful of use cases have shipped, […]

AWS Gold Jacket

Cloud

The Gold Standard for AWS: Two Presidio Solutions Architects Earn the Coveted AWS Golden Jacket.

The Gold Standard for AWS: Two Presidio Solutions Architects Earn the Coveted AWS Golden Jacket. In AWS circles there is one award the technical community covets above all others: the AWS Golden Jacket. AWS presents it to individuals who hold every active AWS certification at the same time, 12 in total, spanning the foundational, associate, professional and speciality levels of the AWS certification programme.We are delighted to announce that Will Chalmers and Paul Corley, both solutions architects in Presidio’s UK and Ireland team, have each been awarded the Golden Jacket by AWS. “I started building my AWS certifications because the […]

nodes

Signal-Driven State Management in Angular

Building a Store With Signals Angular is no longer a Zone.js + RxJS-only framework. It is evolving into a signal-driven, reactive system similar to SolidJS and Vue. This blog demonstrates how to design a real-world state management architecture using Angular Signals. Why Traditional Angular State Management Often Feels Heavy For years, Angular developers have primarily relied on: While these tools are powerful, they often introduce unnecessary complexity for common application scenarios, such as: Common challenges include: Signals reduce this complexity by making state: A signal: const count = signal(0); count();                    // Readcount.set(1);               // Writecount.update(v => v + 1);   // Update […]

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AI Consulting Services Sports, Media, & Entertainment

The Cameras Were Already There: Applying Computer Vision in Casinos

How computer vision is helping casinos and hospitality operators turn existing cameras into real-time intelligence for safety, security, and guest experience.

Intelligent Ops

Intelligent Ops: Putting AI Agents to Work for Your Infrastructure

Meet Presidio’s Intelligent Ops Framework, integrated with Red Hat Ansible Automation Platform.

Data engineering

AI Consulting Services

AI Agents in Data Engineering: What’s Real, What’s Hype, and What’s Coming Next

A practitioner’s honest take on where AI is genuinely changing how data pipelines are built, monitored, and fixed—and where it’s still just vendor marketing. THE SITUATIONThe noise arrived before the capability did Something unusual is happening in data engineering right now. The hype curve for AI in data pipelines is running months ahead of the production reality. Every platform vendor has rebranded their product as agentic. Every conference talk promises pipelines that write themselves and heal themselves. The skepticism data engineers bring to this is earned — but so is the interest. AI is genuinely changing how pipelines are built, […]

Observability

Governance

The Art of Observability

Turning fragmented technology signals into operational knowledge and better business decisions.

business woman presenting a powerpoint at a conference

AI Consulting Services

The AI Microsite Instinct: Why “Just Claudify It” Isn’t Always the Right Call

A microsite built directly from a meeting transcript often becomes too text-heavy and tries to do the job of a presentation deck. Decks are best for scannable information such as scope, objectives, risks, team structure, and commercial details. Microsites add the most value when clients can make live decisions, edit assumptions, test scenarios, or preview deliverables. The strongest approach combines a concise PowerPoint with an interactive microsite designed around one or two meaningful client moments. Give a consulting team a Claude subscription and a Teams meeting transcript, and within an hour they can hand you a working HTML microsite. That […]

Cybersecurity

Presidio Named Palo Alto Networks 2026 North America Cortex Partner of the Year

Presidio is proud to announce that it has been named the Palo Alto Networks 2026 North America Cortex Partner of the Year, reflecting Presidio’s work helping organizations modernize security operations and strengthen cyber resilience. The annual Palo Alto Networks Partner Awards recognize an elite group of partners demonstrating exceptional performance, deep expertise and a strong commitment to securing joint customers. The North America Cortex Partner of the Year award, in particular, recognizes Presidio’s excellence in deploying the Cortex platform – Palo Alto Networks’ autonomous platform for the modern Security Operations Center (SOC) – to support customers in detecting and preventing […]

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AI Consulting Services

Frontier AI Is Changing Cybersecurity, Remediation Needs to Move Faster

Vulnerability exploitation is now the top initial access vector for breaches, at 31%, while the median time to fully remediate has slipped from 32 days to 43 (Verizon 2026 DBIR). Frontier AI cuts both ways. Defenders surface exposure faster, and adversaries compress the time available to respond. CrowdStrike recorded a 27-second fastest breakout in 2025. The constraint has moved from finding vulnerabilities to fixing them. A longer findings list does not make an enterprise safer. AI earns its place in four steps: validation, prioritization, fix generation and verification. Security and engineering teams still approve every change that reaches production. Presidio […]

Financial scaled

AI Consulting Services

AI Tokens: The Next Differentiating Employee Incentive

Tokens are becoming workplace infrastructure. Like laptops and mobile stipends, AI access is moving from a competitive perk to a baseline expectation for knowledge workers. AI spend is reshaping the cost-per-hire equation. Token budgets could become a meaningful part of an employee’s fully loaded cost—not just another software line item. “No Hire, No Fire” is emerging as a workforce strategy. Organizations may use AI capacity to absorb growth while headcount stays flat or gradually declines through attrition. Token spend must be tied to measurable productivity. The advantage will go to companies that connect AI usage to defined workflows, trained employees, […]

AI is becoming infrastructure Are you ready to operationalize it

AI Infrastructure

One Foundation, Every Outcome: Why Data Modernization Runs Backwards

DATA & ANALYTICS | POINT OF VIEW For two decades, building the platform first was the right call. AI moved where the hard part lives, and the old order no longer makes sense. Most enterprise data modernization is built in the wrong order. And hardly anyone stops to question it. Here is how it usually goes. A program is funded, and a roadmap is drawn up carefully, layer by layer: land the sources, stand up the lake, build the pipelines, model the warehouse, wire in the governance, and then, at the very end, deliver something the business can actually use. […]

AI Operationalization The Pilots to Production Gap Stubbornly Persists

AI Consulting Services

AI Operationalization: The Pilots-to-Production Gap Stubbornly Persists

AI tends to demo really well. Use cases inside a…

AI Consulting Services

The AI Agent Harness: Why Agent Sprawl Forces the Same Conversation

Every enterprise building with AI agents eventually hits the same wall, and it isn't a model problem. Six months ago it was one pilot agent. Today it's

AI Consulting Services

The Hugging Face Wake-Up Call: 3 Questions Every CISO Must Ask About Autonomous Agents

OpenAI says an internal evaluation model escaped a sandbox and reached Hugging Face’s production environment, turning a controlled cyber benchmark into a

New default image

AI Consulting Services

The Five Dimensions of AI-Ready Data: Measuring and Building Readiness for AI 

The Thesis  Most enterprises already believe their data is ready. They have a governed warehouse, curated models, dashboards the business trusts, and years of cleanup behind them. By every standard our industry has used for a decade, that data is considered ready.  Then the AI pilot stalls, and nobody can quite say why. The model is fine. The platform is fine. The data has passed every quality check. Yet the agent hallucinates a metric, joins the wrong tables, or cannot find the one dataset that would have answered the question.  The reason is not quality; it is that the consumer has changed. Data that […]

AI Consulting Services Education

5 Ways Presidio Helped MIDAS Move AI Research Forward, Faster 

University of Michigan’s MIDAS partners with AWS and Presidio to accelerate AI and data science research through cloud tools and an innovation sandbox.

PresidioBlogCluepri t

AI Consulting Services

An AI ROI Framework for CFOS & CTOS: Clarify, Realize, Scale

Most enterprise AI pilots never show real ROI. Presidio CTO Rob Kim explains why and how CFOs and CTOs can work together to turn one win into a repeatable model.

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AI Consulting Services

Self-Evolving Application Lifecycle for AI-Era Applications

AI is now accelerating software development. The Self-Evolving Application Lifecycle by Presidio is the agentic operations platform built to maintain it

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AI Consulting Services Manufacturing

The Supply Chain Problem AI Was Made For 

Every manufacturing leader I talk to gives me the same answer about supply chain when I ask what keeps them up at night.  Rather than the tech behind it,

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AI Consulting Services

Rubrik Forward 2026: Cyber Resilience in the Agentic Era

Cyber events are capital events. That was one of the strongest executive messages from Rubrik Forward 2026. A material cyber incident is not just an IT

Cloud

Cyber Resilience in the Cloud: Protecting Recovery, Continuity, and Trusted Data in the Age of AI

Cyber resilience has become a board-level priority. Not because failure is inevitable, but because the cost of being unprepared is no longer theoretical.

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AI Consulting Services

Cisco Live 2026: The Agentic Era Has Arrived

Every few years, a technology conference delivers announcements that feel genuinely consequential — not just incremental product updates, but a cohesive