70%+
of AI initiatives fail at the human or organizational layer — not at the technology.
Source: BCG, AI Adoption in 2024 ↗Organizational Intelligence for the AI era
AI will reshape every business. The question is whether you’re leading the change — or being changed by it.
AI amplifies whatever's already in your organization. Strengths get stronger. Weaknesses get exposed. The leaders who understand what's actually there first are the ones whose AI strategy actually works.
Built on 25+ years leading technology organizations through transformations, acquisitions, and AI disruption.
Grounded in research from DORA, Westrum, Lencioni, Conway, and Team Topologies.
15+ documented organizational patterns, refined across thirteen years and dozens of organizations.
Methodology shared openly — read it, run with it, or come work with us.
The Uncomfortable Truth
Most AI initiatives don’t fail at the AI.
They fail at the organization underneath.
92% / 1%
92% of companies plan to increase AI investment. Only 1% have reached AI maturity. The gap is leadership and organization — not technology.
Source: McKinsey, Superagency in the Workplace, 2025 ↗Every one
of the stuck AI initiatives we’ve examined was sitting on top of an organizational pattern that nobody had named.
AI doesn’t fix dysfunction. It amplifies it.
The leaders who avoid the failure pattern do the work to fix what’s underneath first. Then AI compounds.
The Journey
From stuck to strategic.
Most engagements start at Diagnose. Some go all the way through Embed. The path is the same — and it’s the path leaders take when they’re serious about getting AI right: understand what’s actually happening, then build the alignment and infrastructure that makes AI compound for you.
Where does your organization actually stand on AI?
Most companies don't actually know. The leadership team has different answers, the tech team has another, the business units have a third. Leaders who take AI seriously start with an evidence-based picture — strengths, gaps, blocking patterns, real readiness.
- AI Baseline Workshop — 2–3 weeks. Survey, stakeholder interviews, half-day workshop, scorecard, prioritized roadmap.
- TRUST Assessment — 4–12+ weeks. Comprehensive organizational diagnosis across leadership, operations, technology, and culture.
Your leadership team aligned on the AI strategy that flows through the rest of the organization.
Not how to use the latest tool. Where AI fits in your business, where it doesn't, what organizational patterns will help or hinder. Strategy that lives only in the executive team's heads doesn't survive execution — the leaders who get this right make sure the alignment is deliberate, not assumed.
- Workshops — Half-day or full-day. Topic-specific, audience-tailored.
- AI Strategy Bootcamp for Leadership — 4 sessions over 4 weeks. Strategic AI thinking for leadership teams.
Execute on the strategy — in whatever form it demands.
Strategy without execution is theater. The work might be building agents, redesigning the org, hiring, training, or governance. The leaders who get AI right execute deliberately — and bring in the depth they need.
- Multi-Day Sprints — Defined-scope project work, $2,500/day.
- Custom Agent Builds — Value-based, outcome-guaranteed.
Senior tech leadership in the seat — fractional, AI-focused, persistent.
When the work becomes ongoing, you need someone who knows your organization week over week. Smart leaders use fractional CTO leadership when they need senior expertise without the full-time cost.
- Embedded Fractional CTO — 1, 2, or 3 days per week. Three-month minimum.
An AI-ready organization. Where strategy, technology, and AI are aligned. Where leadership knows what to do and why. Where the work compounds instead of stalling.
Learn from us
Or run with it yourself.
We share the methodology openly. The best way to demonstrate expertise is to give it away.
Our education isn’t tool training — tools change weekly. The leaders who get AI right work the durable layer: how to think about AI in your organization, how to recognize what’s blocking it, how to make decisions that compound.
Recognize the patterns blocking AI in your organization.
Hero culture. Shadow engineering. The black box. AI theater. Fifteen-plus organizational patterns that quietly stop AI initiatives — with how to recognize each one and what to do about it.
Browse the Pattern Library →How we diagnose what's actually happening.
The TRUST framework — six phases, evidence-grounded, designed to surface organizational truth without blame. How we work, what we look for, and what the deliverables look like.
Explore the Approach →Where do you actually stand?
A 12-question self-diagnostic across six dimensions of AI readiness. Three minutes. Free. No signup required.
Take the assessment →Strategic thinking on AI and organizational health.
Essays, observations, and hard-won lessons from real transformations. Less "10 prompts to try" and more "what's actually happening in your organization that AI is about to expose."
Read Insights →Read it all, run with it yourself, or come talk to us when you’re ready.
What changes
When this work lands, here’s what’s true.
Your leadership team is aligned on what AI is for — and what it isn't.
Your tech organization stops being a black box.
Your business and technology stop fighting and start compounding.
Your AI strategy survives the first 90 days of execution.
You know which patterns are blocking you, and what to do about each one.
You have senior technical leadership in the seat without the full-time hire.
Why Drag6
Most consultants do AI. Few can fix the organization that has to absorb it.
We teach strategically, not tactically.
Tools change weekly. The strategic frameworks for thinking about AI in your organization don't. We focus on the durable layer — how to make decisions, recognize patterns, and lead through change.
Organization first. AI second. They're the same problem.
Most AI consultancies skip the organizational diagnosis and sell their answer. The leaders who avoid that trap diagnose first — because the AI strategy that works depends entirely on what's underneath.
The methodology is open. The expertise is what you hire.
Read the framework. Use the patterns. Run the assessments yourself. If you want to run with it on your own, that's the goal. If you want the people who built it, that's when we talk.
Mid-market is our specialty.
Not enterprise theater, not startup chaos. Companies large enough to have real organizational complexity, small enough to actually move. Where one good engagement compounds across the whole business.
Drag6 is the methodology and practice that came out of 25+ years leading technology organizations through transformations, acquisitions, AI disruption, and organizational repair. The framework wasn't invented from scratch — it was assembled from what actually worked, in real organizations, under real pressure.
— Jason Swafford, Founder
Let’s talk
Let’s see if there’s a fit.
No pitch. Just a conversation about what you’re dealing with.