Open source initiative
We open source our methodologies
Access the same frameworks we use to deliver 10x transformations for SMBs, equity-financed businesses, global enterprises, and public sector clients. Learn at your own pace, implement with your team, or engage us for expert guidance.
The model
Permissionless apprenticeship
Study our methods. Apply them in your organization. Master the frameworks. Then join our associate program to help others transform.
The reasoning
Why we open source
01 / Adoption
Accelerate AI adoption
The world needs AI transformation now. By sharing our methods freely, we help organizations move faster and avoid common pitfalls.
02 / Trust
Build trust through transparency
See exactly how we work before engaging us. Our methods are proven, documented, and ready for you to evaluate and implement.
03 / Practitioners
Create better practitioners
Those who master our frameworks become ideal associates. This creates a virtuous cycle of learning, implementation, and teaching.
The frameworks
Available methodologies
Battle-tested frameworks from hundreds of successful implementations.
Fit Call and Groundwork
Qualification and paid discovery
Run a bounded fit conversation, activate paid Groundwork, and develop evidence-backed opportunities without giving custom discovery away.
- Fit-call qualification
- Groundwork activation
- Paid workflow discovery
- Quick Win underwriting handoff
Quick Win in a Box
Outcome-based engagement
Value-based, outcome-based engagement targeting ambitious, transformative business goals. Priced as a share of the outcome's value, 50% on activation and 50% upon verified success.
- Ambitious outcome negotiated upfront
- Custom tech: MCP servers, apps, automations
- Trained internal champion
- Verified success by stakeholder
AI Oracle / Crystal Ball
Strategic pipeline building
Analyze company-wide data to surface hidden AI opportunities and build transformation pipeline from the top down.
- Mass data analysis
- Risk & opportunity identification
- Strategic prioritization
- Pipeline generation
Triple-A Transformation Playbook
Accelerated AI adoption
Comprehensive bundle for systematic AI transformation. Includes all methodologies for identifying, developing, and scaling AI opportunities.
- 10x process improvements
- CFO-validated ROI
- 0→1→10→100 Seed to Scope stages
- Complete implementation guide
Seed to Scope
The Caritas maturity model
How AI takes root in a company: pick one painful bottleneck, pair an expert with an eager builder, and grow a small custom tool from one laptop to a shared copy the team uses. Then beat your old baseline and widen the scope across the company, a stage still being tested.
- Four stages, with what must be true to advance
- Security and cost tracks at every stage
- A short explainer and the full whiteboard
- Starts with one Quick Win
Learning journey
From study to associate
01 / Study
Download our methodologies and study them at your own pace. Each framework includes detailed guides, templates, and real-world examples.
02 / Apply
Start with small pilot projects. Use our templates and tools to run discovery sessions, workshops, and implementations.
03 / Get support
Self-implementation is powerful, but sometimes you need expert guidance. Our team is available for training, coaching, or full implementation.
04 / Join us
Once you've mastered the frameworks, apply to our associate program. Help others transform while building your own practice.
License
All methodologies are released under the Apache 2.0 License with GSD at Work LLC copyright. You're free to use, modify, and distribute with attribution.
Implement
Ready to transform your organization?
Whether you implement yourself or engage our expertise, we're here to help you achieve 10x results.