What Happens Next
Timeline, Milestones, and How to Get Involved
The Timeline
Next 30 Days (October 2025)
- Deploy PBA prototype to 100 internal users (fraud detection, mortgage guidance)
- Onboard 2 additional teams to Factflow/Agent Prism
- Ship 2-3 customer-facing features using the platforms
- Document and share early wins (speed, quality metrics)
Next 90 Days (October-December 2025)
- 3 production use cases live, serving real customers
- Quantified metrics: Speed, quality, customer satisfaction vs. traditional
- Proof point: 1-2 person team ships complete customer experience
- Begin evaluation layer planning and development
6 Months (March 2026)
- Factflow and Agent Prism operational, serving 3+ teams
- Customer-visible features shipped as proof points
- Documented efficiency gains vs. traditional delivery
- Evaluation layer in beta
12 Months (September 2026)
- 5+ products delivered with 1-2 person teams
- Quantified speed, quality, and cost improvements
- Scaling playbook for other teams
- Organizational buy-in from leadership
24 Months (September 2027)
- New operating model adopted by multiple product areas
- Digital channels fundamentally reimagined
- DNB recognized as leader in AI-augmented product development
What We Need to Succeed
Authority
Decision autonomy on execution
- Clear decision rights (what Radical AI can decide vs. what needs approval)
- Streamlined stakeholder engagement (advisory, not approval-based)
- Trust small teams to deliver, measure outcomes, iterate
Access
Systems, data, and stakeholders
- Access to backend systems (accounts, loans, investments, KYC, fraud detection)
- Customer data (anonymized for testing, real for production)
- Key stakeholders' time (product, compliance, security, architecture)
Resources
Budget, tools, and team
- Continued funding for platforms and team
- Access to AI tools (Claude Code, GPT, etc.)
- Ability to hire/contract as needed for scaling
Protected Space
Operate at AI-speed
- Tight goals, loose execution, tight measurement
- Not "loose-tight-loose" (unclear goals, over-prescribed execution, weak follow-through)
- Air cover to experiment and iterate rapidly
How You'll Know It's Working
Success Signals
- Demand signal: Other teams asking to adopt Factflow/Agent Prism
- Customer impact: Metrics improving (NPS, time-to-resolution, conversion rates)
- Organizational efficiency: Smaller teams, faster delivery, measurable gains
- Competitive advantage: DNB shipping AI capabilities competitors don't have
Warning Signs
- Use cases stuck in POC: Never reaching production
- Platforms too complex: Teams find them slow or difficult to use
- No measurable improvement: Traditional approaches still faster/cheaper
- Organizational resistance: "Too risky," "not how we work," "prove it first"
If this doesn't work, we'll know by March 2026 and pivot.
Clear success criteria, tight measurement, willingness to adjust based on evidence.
How to Get Involved
For Product Teams
Want to build 10X faster with 1/10 the team size?
- Adopt Factflow (knowledge layer) and Agent Prism (orchestration layer)
- Run a pilot: One product initiative with 1-2 people + AI
- Get training and support from Radical AI team
- Share learnings (what worked, what didn't)
Contact: Radical AI Team (radical-ai@dnb.no)
For Leadership
Want to understand the organizational transformation?
- Request a demo of Factflow and Agent Prism
- See the PBA prototype in action
- Discuss how this applies to your product area
- Align on mandate and success criteria
Contact: Product Lead, Radical AI
For Technical Teams
Want to build the next generation of AI at DNB?
- Explore Factflow and Agent Prism architecture
- Contribute to platform development
- Build agents and use cases
- Join the Radical AI team
Contact: Engineering Lead, Radical AI
The Bottom Line
Radical AI is proving that AI doesn't just improve how DNB builds products—it transforms the entire operating model. Smaller teams, faster cycles, better governance, and reimagined digital channels are all within reach.
But we need clarity to succeed.
This overview provides the mandate, the roadmap, and the metrics to align sponsors, team, and leadership on what Radical AI is and why it matters.
The question isn't whether AI will transform banking. The question is whether DNB will lead that transformation or follow someone else's playbook.
Radical AI is here to ensure we lead.