Corporate AI Rollout Program

From non-technical to fullstack in one day

A proven methodology for enabling entire organizations to build software. Transform employees into capable builders while establishing self-sustaining internal support structures.

100% deploy live websites 90% build functional web apps 25% become certified champions
213K Hours saved annually at NBIM with AI
45% Of workforce writing code (most with no prior experience)
~2w Per batch of 60 employees + 15-20 champions
Three-Tier Transformation

Progressive capability building that creates lasting change

Not just training. A complete pipeline to production with internal support structures.

1
Baseline

Foundation Capability

100%

Everyone understands what AI code generation can do and has tried it themselves. Guided exercises in a safe environment with hands-on building.

Whole organization aware of possibilities and equipped with basic building skills
2
Champions

Advanced Builders

25%

A select group per cohort become confident builders who ship real tools and support their peers. Professional-grade tools and advanced techniques.

Internal capability to build, maintain, and scale solutions
3
Sustainable

Self-Sufficiency

Org

Internal teachers who can onboard new hires and run refresher sessions. Reduced dependency on external providers. Embedded governance.

Self-sustaining practice that scales with your team
The Rollout

A proven path from executive buy-in to self-sustaining capability

Start with a single inspiration event, then scale systematically across your organization in batches.

Free kickoff: The first inspiration event + full-day course is provided courtesy of StartupLab for qualified organizations.

Corporate partners: StartupLab corporate partners receive priority scheduling and preferential terms on all courses.

1
60-90 min

Leadership Vibecoding Session

Before any organizational initiative can move forward, leadership needs to experience the technology firsthand. Executives who have personally built something with AI can make informed decisions and become advocates.

Outcome: Executive sponsor confirmed, security framework agreed, program dates set
2
30 min

Inspiration Event

Once leadership is aligned, ignite interest across the organization. 50-300+ employees watch a live demonstration: from empty screen to deployed application in 25 minutes. This creates organizational pull for the training.

Outcome: 95%+ express interest in participating. Employees arrive at training motivated, not mandated
3
1 day each

Level 1: Foundation Training

Non-technical employees become functionally fullstack in one day. Build beautiful user interfaces, connect databases, integrate AI APIs, and deploy live applications. Groups of 20 from the same team learn together.

Outcome: 100% deploy websites, 90% build web apps, champions nominated from each cohort
4
1 day

Level 2: Champions Training

Top performers from Level 1 (approx. 25%) advance to professional-grade tools. Claude Code, local agentic workflows, native apps, Excel automation, system integrations. Cross-functional groups become organizational bridges.

Outcome: Certified champions, advanced tools mastery, peer support capability
5
Ongoing

Pilot-to-Production Bridge

Ensure prototypes become officially supported tools, not abandoned experiments. VibeLabs collaborates with IT for smooth handover. Champions become first-line support while IT owns production quality.

Outcome: Productionized tools, clear ownership, zero security incidents
Batch Structure

How we scale across your organization

Each batch consists of 3 Level 1 courses + 1 Level 2 Champions course

Course 1
Level 1
20 employees
Course 2
Level 1
20 employees
Course 3
Level 1
20 employees
Course 4
Level 2 Champions
15-20 top performers
60
Level 1 Vibecoders per batch
15-20
Level 2 Champions per batch
~2
Weeks per complete batch

Scale by running multiple batches. A 500-person organization can complete full rollout in 12+ weeks with 125+ certified champions.

Level 2 Champions

The backbone of sustainable capability

Champions are not solo heroes or substitute IT. They're a network of peer supporters who make vibecoding work at scale.

From each batch of 60 Level 1 participants, approximately 15-20 emerge as natural champions. They build remarkable things during training, show aptitude for explaining concepts, and have concrete use-case ideas for their teams.

The Capability Jump

Level 1 Can Build
  • Any web-based app or service
  • Frontend + backend + database
  • Cloud deployment
  • API integration
Level 2 Adds
  • Local agentic workflows
  • Native mobile apps
  • Desktop applications
  • Excel/Office automation
  • System integrations
  • Custom AI agents

Champions ARE

  • Peer Supporters Troubleshoot, answer questions, share tips with colleagues
  • Pilot-to-Prod Guides Help colleagues move prototypes to production
  • Skills Refreshers Run brown-bag sessions, share new patterns
  • Quality Champions Maintain security, scalability, governance standards

Champions are NOT

  • Course Instructors VibeLabs maintains teaching quality for formal training
  • IT Support Technical issues escalate appropriately to IT
  • Solo Heroes Work as a network, not individually
Real Examples

What teams actually build after the program

Just a few of hundreds of tools built by non-technical employees. Web apps, native iOS and Mac apps, Excel automations, and more.

Sales Performance Dashboard

A sales team built a live dashboard pulling data from Salesforce, Google Sheets, and their CRM. Updates every 15 minutes.

Built by: Sales ops manager

Customer Onboarding Tool

A guided questionnaire that generates custom setup guides for new clients. Saves 2 hours per onboarding.

Built by: Account manager

Real-Time Budget Tracker

Finance team built a tool that pulls from multiple cost centers and alerts when departments approach their limits.

Built by: Finance analyst

Team Resource Planner

A tool to visualize team capacity across projects, making it easy to spot overallocation before it becomes a problem.

Built by: Project manager

Internal Policy Chatbot

HR built a chatbot that answers employee questions about policies, vacation, and procedures. Reduces tickets by 40%.

Built by: HR specialist

Native iOS Field App

A native iPhone app for field inspections with offline support, camera integration, and automatic sync when back online.

Built by: Quality manager

Excel Reporting Workflow

Automated Excel workflow that pulls data from 5 sources, cleans it, and generates formatted monthly reports with one click.

Built by: Finance controller

Native Mac Menubar App

A menubar app for quick time tracking and project switching. Lives in the macOS menubar, syncs with company systems.

Built by: Consultant
The Transformation

How organizations change after the rollout

Before

  • Small tools and fixes get added to an ever-growing IT backlog
  • Non-technical teams wait weeks (or months) for simple internal tools
  • Ideas die in email threads because implementation feels too hard
  • IT becomes a bottleneck for every workflow improvement
  • Knowledge silos: only developers can ship software

After

  • Teams build their own solutions in hours or days
  • New ideas go from concept to working prototype the same week
  • Builders maintain and improve their own tools over time
  • IT focuses on architecture and security, not every small request
  • Cross-functional collaboration: everyone speaks the same language
Success Metrics

What good looks like 6 months after rollout

80%+
of employees have built or contributed to at least one internal tool
10-20
active builders shipping and maintaining production apps
3-5
internal teachers who can onboard new hires independently
3d-3w
from idea to working tool in production
The Reference Case

What happens when the world's largest sovereign wealth fund goes all-in on AI

Norway's $1.8 trillion sovereign wealth fund provides the benchmark for organizational AI adoption.

213K
Hours saved annually (100+ FTEs)
$100M+
Trading cost savings in <18 months
45%
Of 670 employees now write code
20%
Productivity increase across workforce

"If we compete with companies that are not using AI, we're 50% ahead. It's unbelievable. They will never catch up."

NT
Nicolai Tangen
CEO, Norges Bank Investment Management
Explore more research, quotes, and case studies
FAQ

Common questions

How long does the full rollout take?

Each batch (4 full-day courses) takes approximately 2 weeks and produces 60 Level 1 vibecoders + 15-20 Champions. A 500-person organization can complete full rollout in 12+ weeks. The timeline depends on how many parallel batches you want to run.

Do people need any technical background?

No. The program is designed for non-technical staff. If you can use email and spreadsheets, you can learn vibecoding. At NBIM, 45% of employees now write code with AI - most had no prior programming experience.

What about security and governance?

Security and governance are built into every phase. We work with your IT team to establish approved tools, data access policies, and review processes before training begins. Champions are trained in security best practices, and the Pilot-to-Production bridge ensures IT maintains oversight of production tools.

What does the StartupLab partnership include?

For qualified organizations, StartupLab sponsors the initial inspiration event and one full-day Level 1 course at no cost. This allows you to experience the program and see results before committing to a full rollout. StartupLab corporate partners also receive priority scheduling and preferential terms on all subsequent courses.

Can we start smaller?

Yes. Many organizations start with a pilot in one department or subsidiary before expanding. This approach lets you document results and build internal advocates before committing to full rollout.

What's the difference between Level 1 and Level 2?

Level 1 covers web-based tools: beautiful UIs, databases, APIs, and cloud deployment. Level 2 adds professional developer tools, local AI agents, native mobile/desktop apps, Excel automation, and system integrations. Level 2 also includes peer support training so Champions can help colleagues.

Ready to get started?

Book a Leadership Demo to see vibecoding in action and discuss how the Corporate Rollout Program fits your organization.

Schedule a Demo