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Blog and Implementation Stories

Explore practical AI adoption guidance, company announcements, and real-world implementation stories from SkillSpout and our clients.

Featured Article

Deep, Then Wide: The Order AI Fluency Actually Follows

August 4, 2026Mel McGeeAI Adoption

The order you build AI fluency in matters more than which tool you pick first. Winners don't run more AI. They run less, but go deeper.

Practical guidance to help your organization move from experimentation to structured outcomes.

Recent Articles

New perspectives on governance, team enablement, adoption strategy, and practical implementation.

July 8, 2026SkillSpout TeamAI Adoption

Mel McGee Named to Ohio's Inaugural AI25 List

Our founder and CEO, Mel McGee, has been named to the inaugural AI25 list, presented by Ohio Tech News and OhioX, honoring the 25 people defining Ohio's AI economy.

Practical guidance to help your organization move from experimentation to structured outcomes.

July 1, 2026SkillSpout TeamAI Adoption

Sarah Slavik Named a 2026 SBN Progressive Woman Honoree

Our co-founder and COO, Sarah Slavik, has been named a 2026 Progressive Woman honoree by Smart Business Network (SBN), recognizing women who are redefining leadership across Northeast Ohio.

Practical guidance to help your organization move from experimentation to structured outcomes.

June 24, 2026Nicole McCaffreyAI Adoption

Everything You've Always Wanted to Know About Claude (But Were Afraid to Ask)

Claude is much more than the chat window you are staring at. Here is a plain-language tour of Chat, Cowork, Projects, and Skills, and how to know which one your team actually needs.

Practical guidance to help your organization move from experimentation to structured outcomes.

June 16, 2026Nicole McCaffreyAI Adoption

The Newsletter That "Almost" Writes Itself

SkillSpout's head of marketing built an AI agent that turns a weekly newsletter from a time tax into editorial work she loves. Here is how the system works, and what it taught her about putting AI into a content workflow.

Practical guidance to help your organization move from experimentation to structured outcomes.

June 3, 2026SkillSpout TeamAI Adoption

SkillSpout Is Proud to Announce Our Gold Sponsorship of NorthCoast 99, Presented by ERC

SkillSpout becomes a Gold Sponsor of the 2026 NorthCoast 99 Awards, presented by ERC, celebrating the Northeast Ohio organizations that put their people first.

Practical guidance to help your organization move from experimentation to structured outcomes.

June 2, 2026SkillSpout TeamAI Adoption

Tylok International Completes Momentum AI™ Program, Reclaiming 10 Hours of Weekly Capacity for Sales Leadership

Precision manufacturer Tylok International completes the Momentum AI™ program, moving from uncoordinated experimentation to a structured, human-first AI strategy that reclaims 55 hours of weekly team capacity.

Practical guidance to help your organization move from experimentation to structured outcomes.

June 1, 2026SkillSpout TeamAI Adoption

Ohio Small Businesses Are Closing the AI Skills Gap. Here's What That Looks Like in Practice.

Spectrum News 1 featured SkillSpout CEO Mel McGee on how Ohio small and mid-sized businesses are tackling AI, not just adopting it, but actually understanding it.

Practical guidance to help your organization move from experimentation to structured outcomes.

May 22, 2026SkillSpout TeamAI Adoption

Briteskies Completes Momentum AI™ Program, Accelerating Technical Workflows and Creative Output

Cleveland-based technology consulting firm Briteskies completes the Momentum AI™ program, moving from initial AI exploration to cohesive, agent-driven workflows across every department.

Practical guidance to help your organization move from experimentation to structured outcomes.

May 11, 2026Mel McGeeAI Adoption

The Human Infrastructure: Why Structured AI Upskilling Is the Ultimate Operational Moat

The enterprise AI execution gap is not a training problem—it is a security and retention problem. Structured upskilling is the human infrastructure that turns AI access into competitive advantage.

Practical guidance to help your organization move from experimentation to structured outcomes.

May 7, 2026SkillSpout TeamAI Adoption

Mel McGee Was Featured in Cleveland Magazine. Here's What She Built.

Cleveland Magazine followed Mel through a live demo of the AI operating system she's been quietly building — the same technology behind ExoCog, now in development.

Practical guidance to help your organization move from experimentation to structured outcomes.

May 1, 2026SkillSpout TeamAI Adoption

Fiorilli Construction Partners with SkillSpout to Launch Momentum AI Transformation

Fiorilli Construction completes the Momentum AI program, embedding generative AI into daily operations and unlocking double-digit efficiency gains across estimating, subcontractor vetting, and project planning.

Practical guidance to help your organization move from experimentation to structured outcomes.

April 13, 2026Nicole McCaffreyAI Adoption

A Note to the Person Who's Been Quietly Nervous About AI at Work

If you've been quietly wondering whether AI will replace your role, here's a reframe: the more judgment a task requires, the less AI can help. That's where you come in.

Practical guidance to help your organization move from experimentation to structured outcomes.

April 3, 2026SkillSpout TeamAI Adoption

SkillSpout Launches Human-First AI Maturity Model to Help Organizations Move From Shadow AI to Strategic Advantage

SkillSpout today announced the launch of its Human-First AI Maturity Model, a research-backed framework designed to replace fragmented AI efforts with a structured, five-stage roadmap that builds lasting internal capability and measurable ROI.

Practical guidance to help your organization move from experimentation to structured outcomes.

March 24, 2026SkillSpout TeamAI Adoption

BBB Cleveland Completes Momentum AI™ Program, Reclaiming Over 4 Hours of Weekly Productivity per Team Member

Better Business Bureau Cleveland has completed the Momentum AI™ program, moving its team from passive AI awareness to high-level integration across daily operations.

Practical guidance to help your organization move from experimentation to structured outcomes.

March 23, 2026SkillSpout TeamAI Adoption

The White House Just Published a National AI Framework. Here Is What It Actually Says.

On March 20, 2026, the White House released its National Policy Framework for Artificial Intelligence. Here is what leadership teams need to know.

Practical guidance to help your organization move from experimentation to structured outcomes.

March 20, 2026Melanie McGeeAI Adoption

Why Your AI Policy Should Start with Values, Not Rules

A values-first AI policy meets people where they are and treats employees like adults who can make good decisions when they understand the principles.

Practical guidance to help your organization move from experimentation to structured outcomes.

March 9, 2026Nicole McCaffreyAI Adoption

The Talent Advantage: AI Readiness as an Attraction Engine

Top-tier talent is evaluating which employer will help keep their skills relevant. AI readiness is no longer just an operational goal—it is an employer branding asset.

Practical guidance to help your organization move from experimentation to structured outcomes.

March 2, 2026SkillSpout TeamAI Adoption

Milia Marketing Completes Momentum AI Program, Achieving 78% Reduction in Proposal Creation Time

SkillSpout is proud to announce that Milia Marketing has successfully completed the Momentum AI program, marking a significant milestone in their journey toward becoming an AI-first digital marketing agency.

Practical guidance to help your organization move from experimentation to structured outcomes.

February 23, 2026SkillSpout TeamAI Adoption

Martha Holden Jennings Foundation Completes Momentum AI Program, Reclaiming 35 Hours of Weekly Productivity

SkillSpout is proud to announce that the Martha Holden Jennings Foundation has successfully completed the Momentum AI program, representing a significant transformation in how the foundation leverages technology to fulfill its mission of supporting deep learning and excellent teaching across Ohio.

Practical guidance to help your organization move from experimentation to structured outcomes.

February 19, 2026SkillSpout TeamAI Adoption

Engage! Cleveland Completes Momentum AI Program, Reclaiming 10 Hours of Weekly Productivity

SkillSpout is proud to announce that Engage! Cleveland has successfully completed the Momentum AI program, representing a significant transformation in how the nonprofit organization leverages technology to fulfill its mission of attracting, engaging, and retaining emerging talent in Greater Cleveland.

Practical guidance to help your organization move from experimentation to structured outcomes.

February 10, 2026SkillSpout TeamAI Adoption

SkillSpout Earns BBB Accreditation

SkillSpout is now BBB Accredited, reinforcing our commitment to transparent, ethical, and human-first AI adoption support.

Practical guidance to help your organization move from experimentation to structured outcomes.

February 6, 2026Nicole McCaffreyAI Adoption

HR's New Role as the Steward of AI Trust

As AI moves into daily workflows, HR leaders can replace fear with clarity by building policy, role-based growth, and a human-first adoption roadmap.

Practical guidance to help your organization move from experimentation to structured outcomes.

February 2, 2026Nicole McCaffreyAI Adoption

Moltbook: Why the AI Social Network Story Matters for SMBs

What the rise of agent-to-agent interaction signals for SMB automation, workflow design, and long-term digital readiness.

Practical guidance to help your organization move from experimentation to structured outcomes.

February 1, 2026SkillSpout TeamAI Adoption

Dawn Incorporated Completes Momentum AI Program, Unlocking 56 Hours of Weekly Productivity

Dawn Incorporated used Momentum AI to align governance, improve adoption, and reclaim substantial weekly capacity.

Practical guidance to help your organization move from experimentation to structured outcomes.

January 21, 2026Melanie McGeeAI Adoption

Claude Cowork Is Here. What Does It Mean for Your Business?

A practical view of managed AI workflows, governance tradeoffs, and implementation paths for SMB and mid-market teams.

Practical guidance to help your organization move from experimentation to structured outcomes.

January 15, 2026SkillSpout TeamAI Adoption

The 3 Pillars of Successful AI Adoption for SMBs

Three practical pillars help organizations move from fragmented AI usage to structured, scalable adoption.

Practical guidance to help your organization move from experimentation to structured outcomes.

January 5, 2026SkillSpout TeamAI Adoption

Staffing Solutions Enterprises Completes SkillSpout's Momentum AI Program to Drive Human-Centric Innovation

SSE completed Momentum AI to improve workflow speed, strengthen governance, and expand human-centered innovation across teams.

Practical guidance to help your organization move from experimentation to structured outcomes.

December 15, 2025SkillSpout TeamAI Adoption

Building an AI-Ready Team Starts with Trust

Technology does not drive adoption on its own. Trust, guardrails, and hands-on support are what move teams from hesitation to confident use.

Practical guidance to help your organization move from experimentation to structured outcomes.

December 8, 2025Nicole McCaffreyAI Adoption

What Is AI Sprawl, and Why Your Organization Needs to Address It in 2026

AI sprawl is already happening in most organizations. Learn how to turn unmanaged adoption into safe, structured, and measurable outcomes.

Practical guidance to help your organization move from experimentation to structured outcomes.

November 17, 2025SkillSpout TeamAI Adoption

SkillSpout Names Nicole McCaffrey Head of Marketing

SkillSpout appointed Nicole McCaffrey to lead market positioning and growth for human-first, structured AI adoption.

Practical guidance to help your organization move from experimentation to structured outcomes.

November 5, 2025SkillSpout TeamAI Adoption

Vibe Coding Takes Cincinnati at the WitCon Conference on November 5th

Discover how vibe coding is transforming the way people learn to code at WitCon Cincinnati using Replit's collaborative platform.

Practical guidance to help your organization move from experimentation to structured outcomes.

September 25, 2025SkillSpout TeamAI Adoption

Vibe Coding Takes Cleveland: Building the Future Together at getWITit

Discover how vibe coding is transforming the way people learn to code at getWITit Cleveland using Replit's collaborative platform.

Practical guidance to help your organization move from experimentation to structured outcomes.

August 7, 2025Ohio Tech NewsAI Adoption

Out of the Lab, Into the Office: How SkillSpout Is making AI adoption safe, structured, and accessible

SkillSpout™ is tackling AI adoption with MomentumAI™, a structured rollout program focused on change management and policy co-creation. Led by Melanie McGee, the initiative provides on-site training that is fully fundable through the State of Ohio's TechCred program.

Practical guidance to help your organization move from experimentation to structured outcomes.