For individuals
Portfolio Sprints
Build real projects around modern technologies, demonstrate capabilities, and continuously strengthen your SAAI Capability Profile.
Explore Portfolio SprintsSchool of Applied Artificial Intelligence
Build real capability through real projects.
SAAI helps individuals build evidence-backed technology portfolios and helps companies develop practical AI and technology capabilities in their teams.
Build real projects. Produce evidence. Understand what you can actually do.
For companies
Applied AI & Technology Training
Develop practical AI and technology capability across teams through applied training, projects and measurable outcomes.
Explore Corporate TrainingFor individuals
Build → Prove → Grow
A continuous capability-building loop grounded in work you can show and evidence that can be assessed.
Build
Work on scoped, real-world projects using modern technologies.
Prove
Submit real work and evidence for capability-based assessment.
Grow
Use your Capability Profile to understand strengths, improve weaker areas, and choose what to build next.
The Portfolio Sprint methodology
Design. Develop. Deploy. Defend.
The 4D method turns an idea into assessable work—and makes the thinking behind the work visible.
01
Design
Understand the problem, requirements and architecture.
02
Develop
Build the solution and make engineering decisions.
03
Deploy
Put the work into a usable, testable environment.
04
Defend
Explain what you built, why you built it that way and what you learned.
SAAI Capability Profile
Your profile evolves as your evidence grows.
Every Portfolio Sprint can add new evidence to your capability history. SAAI helps you see what you have demonstrated, where your evidence is weaker and what you may want to work on next.
Capability insights are based on assessed work and available evidence. AI assessment and mentor verification remain distinguishable.
Illustrative profile
Capability evidence
Python
82%
API Design
78%
Django
84%
Testing
51%
Deployment
66%
Documentation
72%
Security
43%
Git / GitHub
76%
The learner flywheel
Evidence compounds across projects
Portfolio Sprints prove capabilities. Targeted learning develops capabilities. Each cycle gives you a clearer next step.
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01
Portfolio Sprint
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02
Real project
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03
Evidence
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04
Capability Profile
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05
Identify gaps
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06
Targeted learning or next sprint
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07
New project
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08
Updated Capability Profile
Why SAAI
Built around demonstrated capability
What you produce matters more than attendance alone.
Real Projects
Build things that can be demonstrated, deployed or reviewed.
Evidence-Backed Assessment
Capabilities are linked to submitted work and assessment evidence.
Capability Growth
Your profile evolves across multiple projects instead of resetting after every course.
Mentor Oversight
AI can assist assessment, while human review remains available where judgment matters.
Portfolio Outcomes
Leave with tangible projects, evidence and a clearer understanding of your capabilities.
Supporting resources
Get the SAAI brochure and engineering ebook
Explore the wider SAAI approach after you have chosen your primary path.
Contact SAAI
Not sure where to start?
Share your goal and the SAAI team will help you identify the right path.
What do you want to build next?
Choose a Portfolio Sprint for yourself or design applied capability development for your team.