ibl.ai Agentic AI Blog

Insights on building and deploying agentic AI systems. Our blog covers AI agent architectures, LLM infrastructure, MCP servers, enterprise deployment strategies, and real-world implementation guides. Whether you are a developer building AI agents, a CTO evaluating agentic platforms, or a technical leader driving AI adoption, you will find practical guidance here.

Topics We Cover

Featured Research and Reports

We analyze key research from leading institutions and labs including Google DeepMind, Anthropic, OpenAI, Meta AI, McKinsey, and the World Economic Forum. Our content includes detailed analysis of reports on AI agents, foundation models, and enterprise AI strategy.

For Technical Leaders

CTOs, engineering leads, and AI architects turn to our blog for guidance on agent orchestration, model evaluation, infrastructure planning, and building production-ready AI systems. We provide frameworks for responsible AI deployment that balance capability with safety and reliability.

Enterprise AI

Strategies for deploying AI at scale across organizations, including governance, compliance, and change management.

Deploying AI at enterprise scale requires more than good models—it demands governance frameworks, compliance strategies, change management, and clear ROI measurement. From pilot programs to organization-wide rollouts, explore how enterprises are successfully integrating AI into their operations, workflows, and customer experiences.

762 articles in this category

Why Enterprise AI Is Moving from Per-Seat Licensing to Agentic Operating Systems

Per-seat AI licensing is breaking at enterprise scale. Organizations are moving to agentic AI operating systems — platforms they own, deploy anywhere, and scale without per-seat cost penalties.

Blanca AmigotApril 15, 2026

Coffee with Crow: Building A Future Where Everyone Can Work with AI

ASU+GSV 2026 Coffee with Crow session with Ben Pring and Steve Yadzinski of Jobs for the Future on building a future where everyone can work with AI.

Ben Pring, Steve Yadzinski (Jobs for the Future (JFF))April 14, 2026

A Student-First, AI-Native Vision for the Future

A senior leader from Western Governors University (WGU) presented a comprehensive vision for how AI can fundamentally transform higher education from a provider-centered model to a learner-centered one.

Brian Hemphill, Jeremy Singer, Pradeep Khosla, Sian Beilock, Tim Cleary, JP NovinApril 14, 2026

Why Enterprise AI Integration Keeps Failing — And How MCP Fixes the Architecture

Most enterprise AI deployments fail at the integration layer, not the AI layer. The Model Context Protocol (MCP) is changing the architecture — and why it matters for every organization deploying AI at scale.

Jaione AmigotApril 14, 2026

Career-Connected Learning

This panel on career-connected learning featured CEOs from four education companies -- James Rhyu (Stride), Jamie Candee (Edmentum), Krishna Kumar (Simplilearn), and Steve Daly (Instructure) -- moderated by Tony Won (Reach Capital).

James Rhyu, Jamie Candee, Krishna Kumar, Steve DalyApril 14, 2026

Coffee with Crow: Future-Ready Nations: Education as Economic Strategy

ASU President Michael Crow leads a conversation with former Korean Education Minister Lee Ju-ho, Kazakhstan Science and Higher Education Minister Sayasat Nurbek, and global university builder Doug Becker (Cintana Education) on education as a national economic strategy.

Jon FordApril 14, 2026

AI is the New Key to Unlocking the American Dream

This panel brought together Taylor Stockton (DOL Chief Innovation Officer), Josh Allen (Walmart Academy), and Naria Santa Lucia (Microsoft Elevate) to discuss AI's impact on the labor economy and workforce.

Josh Allen, Naria Santa Lucia, Taylor StocktonApril 14, 2026

Coffee with Crow: The AI Roadmap Ahead: Pro Human Learning & Work

ASU+GSV 2026 Coffee with Crow: ASU President Michael Crow with will.i.am (FYI.AI) and Sonya Christian (California Community Colleges Chancellor) on the AI roadmap for higher education.

Michael Crow, will.i.am, Sonya ChristianApril 14, 2026

State Chiefs on Leadership — Aimee Guidera (ASU+GSV)

Former Virginia education secretary Aimee Guidera joins a candid ASU+GSV 2026 panel of state education chiefs on system leadership, reform, and hard-won lessons.

Aimee Guidera, Deborah Gist, Dr. Christina Grant, Angélica Infante-GreenApril 13, 2026

State Chiefs on Leadership — Angélica Infante-Green

Rhode Island commissioner Angélica Infante-Green joins a candid ASU+GSV 2026 panel of state education chiefs on system leadership, reform, and lessons learned.

Angélica Infante-Green, Aimee Guidera, Deborah Gist, Dr. Christina GrantApril 13, 2026

Turning Goals Into Scalable Systems: Statewide Career Navigation in Action

This panel explored the practical challenges of building statewide career navigation systems that actually reach students.

Brent Haken, Connor Harrington, Tom Cheney, Sidney Kopsa, Julie KreisApril 13, 2026

From Content to Conversation

Victor Riparbelli, CEO and co-founder of Synthesia, presented the evolution of AI video from simple avatar-based content creation to interactive "Video Agents" that transform learning from passive consumption to two-way conversation.

Charles WestrinApril 13, 2026

Multiple Choice... What's Love Got to Do With It?

A panel moderated by Michelle Rhee explores the state of school choice in America, featuring perspectives from charter school advocates, operators, and a Chicago-based leader confronting anti-choice political forces.

Jason Van Heukelum, Ted DintersmithApril 13, 2026

Accelerator Announcement with Jonathan Hage

Jonathan Hage announced the launch of "Launched," described as the world's first true education innovation marketplace.

Jonathan HageApril 13, 2026

Beg, Borrow or Steal…A New American Talent System for an AI Disrupted World

ASU+GSV 2026 panel with Joseph Fuller (Harvard Business School), MC Pilon (Belk Endowment), and Alison Griffin (FutureRise), moderated by Jon Schnur (America Achieves), on new models for workforce and education.

Joseph Fuller, MC Pilon, Alison Griffin, Jon SchnurApril 13, 2026

Beyond the Novelty: Evaluating AI-Powered Career Navigation Tools

A five-person panel moderated by Rowan Trollope (BrightBound) explored how AI-powered career navigation tools can reduce inequalities rather than reinforce them.

Julia Dixon, Keely Cat-Wells, Nick Gross, Sam Hyams, Rowan TrollopeApril 13, 2026

FUSION with Michael Moe

GSV founder Michael Moe delivers the opening keynote of the 17th annual ASU-GSV Summit, framing education's transformation through the lens of "fusion" -- the convergence of man and machine, learning and earning, physical and digital.

Michael MoeApril 13, 2026

From Wedge to Leading Edge... Rahm Emanuel on the Education Reset

Former Ambassador Rahm Emanuel discusses his vision for education reform in America, drawing on his experience as Mayor of Chicago, White House Chief of Staff, and potential 2028 presidential candidate.

Rahm Emanuel, Michael Moe, Phyllis Lockett, Dr. Mahalia HinesApril 13, 2026

Why Universities Are Building MCP Data Layers Before Deploying AI Agents

The universities scaling AI fastest share one trait: they built their MCP data layer first. Here's why the integration architecture matters more than the AI model you choose.

Jaione AmigotApril 13, 2026

From Pilot to Platform: How Universities Are Deploying AI Agents Across Every Department

The AI pilot era is over. Universities that are winning the AI transition have moved from isolated chatbot experiments to institution-wide agentic infrastructure — with full data control and measurable outcomes.

Mikel AmigotApril 12, 2026

How Universities Are Building Institutional AI Memory with MCP in 2026

How forward-thinking universities are using the Model Context Protocol to connect their SIS, LMS, and CRM data into a unified AI memory layer — and why it matters for institutional competitive advantage in 2026.

Mikel AmigotApril 11, 2026

Why Agentic AI Programs Stall at Pilot — and the Architecture That Scales

67% of enterprises say security risk is their #1 blocker to scaling AI. This post diagnoses why agentic AI pilots succeed but scale fails — and what the architectural answer looks like.

Jaione AmigotApril 10, 2026

Meta Muse Spark and the Parallel Reasoning Architecture Shift

Meta's Muse Spark introduces parallel agent reasoning to frontier AI. Here's what the architecture means and why it changes how organizations should evaluate models.

Mikel AmigotApril 9, 2026

Open-Source AI Just Beat Closed-Source on the Hardest Coding Benchmark

GLM-5.1 from Zai just scored 58.4 on SWE-Bench Pro — beating Claude Opus 4.6, GPT-5.4, and Gemini 3.1 Pro. Here's what the open-source surge means for organizations deploying AI agents.

Mikel AmigotApril 8, 2026