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AI-Native Solution Lifecycle Workshop
Build your AI Value Blueprint in two days — and design AI solutions that deliver real business value.
The AI-Native Solution Lifecycle Workshop is a two-day, facilitated, cross-functional session that produces an AI Value Blueprint: a complete design for an AI solution covering value, technical approach, data, operations, risk and the business case — before significant build investment is committed.
It's a structured response to the proof-of-concept graveyard: design for value first, then build.
Built on Scaled Agile's AI-Native method. Facilitated by an AI-Native Value Architect and Trainer with practical AI experience.
Where does this workshop fit?
The workshop sits in the Design phase of the AI-Native Solution Lifecycle — Sense, Discover, Design, Drive. It's where strategy becomes a concrete plan.
Why do most AI projects fail?
More than 80% of AI projects fail. Three blind spots cause most of it:
- The Value Gap — a disconnect between AI capability and business need
- The Proof-of-Concept Graveyard — solutions that work in a demo but die before production
- Hype vs Reality Traps — chasing trends instead of solving real problems
The AI-Native Solution Lifecycle Workshop is a direct response to these failure modes — a focused, cross-functional engagement that creates a shared plan before you commit significant resources.
What is the AI Value Blueprint?
The AI Value Blueprint is the core output of the workshop. It covers six domains across three phases — diverge, then converge — so your team moves from problem to viable, production-ready design.
- Value Proposal — the "why": the problem to solve and how success is measured
- AI Solution — the "what": the technical approach and human-AI interaction design
- Data Strategy — the "fuel": acquiring, securing and managing the data
- Production Operations — the "path to production": running, monitoring and maintaining at scale
- Risk Management & Compliance — the "guardrails": responsible, compliant AI
- Viability Assessment — the "payoff": the complete business case — costs, ROI, adoption plan
What you'll achieve
- Align stakeholders on the business case, core problem and success metrics
- Translate business needs into a practical AI solution and data strategy
- Plan for scalable, reliable production operations
- Analyse ethical, legal and compliance risks
- Build a complete investment case — costs, ROI, adoption plan
- Create a concrete roadmap from design to delivery
Who should attend?
- Business sponsors
- Product owners and managers
- Engineering and architecture leads
- Data and analytics leads
- Operations leads
- Risk, legal and compliance representatives
The Blueprint is strongest when all six perspectives are in the room.
How does it run?
A cross-functional team — business, product, engineering, data, operations, legal — works through each domain of the AI Value Blueprint in structured facilitated sessions. Each section runs approximately 90 minutes and can be sequenced to your context.
- Typically two days, flexible to your schedule
- On-site or virtual, with shared digital canvases for remote parity
- Facilitated by an AI-Native Value Architect and Trainer with practical AI experience
What do you leave with?
A completed AI Value Blueprint, ready to inform an actionable roadmap — from design to delivery.
Built on Scaled Agile's AI-Native method
The workshop uses the AI-Native Solution Lifecycle, developed by Scaled Agile. Pretty Agile is the only locally owned AI-Native Charter Partner in Australia and New Zealand.
This is a new workshop. We built it because too many AI initiatives stall between a promising demo and production — and the usual playbooks don't fix it.
Frequently asked questions
It's a two-day facilitated workshop where a cross-functional team designs an AI solution and produces an AI Value Blueprint — a complete plan covering value, AI approach, data, operations, risk and the business case — before committing to a large-scale build.
Cross-functional leaders: business sponsors, product, engineering and architecture, data, operations, and risk or legal. The Blueprint is strongest when all six perspectives are in the room.
No. It's a facilitated working session, not a certification course. You leave with a completed AI Value Blueprint and a roadmap, not an exam or badge.
Yes. It runs on-site or virtually, using shared digital canvases so remote participants get the same collaborative experience.
Foundations builds AI-Native knowledge and capability. This workshop applies that capability to one real initiative and produces a concrete design and business case you can act on.
A completed AI Value Blueprint across six domains, plus an actionable roadmap to move from design to delivery.
Is this the right next step?
Book a short diagnostic call — we'll work out together whether the AI-Native Solution Lifecycle Workshop is the right fit for your initiative.