top of page
Search


Unlocking the Power of HubSpot: Connecting Gemini, Mastering the API, and Exporting to Power BI
In the highly competitive world of B2B revenue operations, data is either your greatest strategic accelerator or your most frustrating operational bottleneck. High-growth organizations can no longer afford to let customer interactions sit in isolated silos. To scale company revenue and achieve rapid, sustainable growth, businesses must seamlessly connect their Customer Relationship Management (CRM) platform with state-of-the-art artificial intelligence and advanced business i

Eric Huang
Oct 95 min read


AAARL 10 Levels of Gen AI Mastery Framework: A Roadmap from Asking Basic Questions to Enterprise AI Infrastructure
In our work consulting with executive teams, enterprise teams, and public organizations, the single most frequent question we receive is no longer, "What is Gen AI?" but rather, "How do we actually build a structured, safe, and scalable capability roadmap around it?"
To bridge this gap, Advanced Analytics and Research Lab (AAARL) developed the 10 Levels of Gen AI Mastery.

Eric Huang
Oct 55 min read


The Foundation Guide to Microsoft Copilot: Every Consumer Tool You Can Use Today
Over the past year, however, Microsoft has reimagined Copilot into an intuitive, versatile AI companion tailored specifically for individual workers, students, creators, and everyday productivity. Whether you are looking to streamline your morning routine, draft personal correspondence, build specialized helpers, or organize complex research, here is a complete breakdown of all the consumer-grade Copilot tools currently available. 1. Copilot Standalone Apps & Daily Briefings

Eric Huang
Sep 243 min read


Data and AI Foundations: From Chaos to Clarity
Across the enterprise landscape, an overwhelming sense of urgency surrounds Artificial Intelligence. Leaders read headlines about autonomous agents and generative tools, then immediately task their teams with deploying cutting-edge models. Yet in boardroom after boardroom, the outcome is often the same: expensive pilot programs stall, algorithms hallucinate or produce conflicting metrics, and executive confidence collapses. To unlock actual enterprise value, organizations mus

Eric Huang
Sep 183 min read


Unlocking Raiser’s Edge: Moving from Static Data to Agentic AI
For non-profits, higher education, and healthcare foundations, Blackbaud’s Raiser’s Edge (RE NXT) is the undisputed center of gravity for donor data. But as Artificial Intelligence reshapes how businesses operate, many fundraising leaders are asking a critical question: Is our Raiser’s Edge data stuck in the past, or can we leverage it with modern AI? The short answer: You absolutely can. But getting there requires understanding the difference between Blackbaud’s internal too

Eric Huang
Sep 153 min read


A Framework for Tech Investment: Build Process vs Build Application vs Buy vs Use AI
Every week, I speak with executives trying to map out their technology and AI strategies for 2027. A common question I hear is, "Should we use AI for this?" While Generative AI is incredibly powerful, it isn’t a silver bullet for every operational bottleneck. Sometimes you need an LLM; sometimes you need a predictive dashboard; and sometimes, you just need to buy an existing software license. To help our clients avoid costly missteps, we use a simple framework to determine wh

Eric Huang
Sep 153 min read


Build vs. Buy AI in 2026: Why the Old Rules No Longer Apply
Even though DIY for AI is getting easier and easier, it's also getting more and more complicated.

Eric Huang
Sep 94 min read


The Duality of AI: A 2026 Canadian Practitioner’s Perspective, Some Stories and Some Activism
Intro to the 'growing' growing gap problem, compounding and investments
The human impact: workforce and education, org structure changes, aging workforce and the trickle down effect
The dichotomy of AI gains: efficiency vs. disruption, solo unicorns, under indexing of human skillsets, the mundanity of excellence
Our collective responsibility and activism: why AI regulation might look like car regulations, our values and action to affect the fine AI line we are curren

Eric Huang
Aug 1912 min read


How To: HR / People Analytics
Human capital is one of the key driving forces of success within any company. Undoubtedly, organizations that strategically attract...
michaelwoolfson
Apr 14, 20223 min read
bottom of page
