Four-Week Applied Journey
Week 3 of 4- 01ThinkCompleted
- 02DiscoverCompleted
- 03DesignIn progress
- 04DefendUpcoming
- Discovery briefs8
- Decision logs6
- Designs submitted4
Don’t wait to become an architect. Start thinking like one.
Practise customer discovery, make architecture trade-offs and defend your design in guided Data & AI labs. Build a decision log and a solution you can explain to a reviewer.
Three decisions · Immediate feedback · No signup
- DiscoverFind the real requirement
- DecideChoose and record the trade-off
- ReviewDefend the design
The gap
Your engineers know how to build. Can they explain what should be built—and why?
Architecture begins when delivery choices are connected to business decisions, constraints, cost and risk.
Discover
Find the real requirement behind the request
Decide
Weigh the options and record the trade-off
Design
Shape an architecture that fits the need
Review
Defend the design against a clear rubric
Engineering focus: Build data pipelines
Architecture focus: Define the business outcome
Engineering focus: Implement selected platforms
Architecture focus: Compare patterns and justify the choice
Engineering focus: Deliver assigned requirements
Architecture focus: Discover and challenge requirements
Engineering focus: Make the solution work
Architecture focus: Balance cost, risk, security and scale
Engineering focus: Optimize the component
Architecture focus: Optimize the end-to-end system
Example · Real-time reporting
- Business asks for real-time reporting
- Which decision depends on it?
- How quickly must data arrive?
- What will it cost to operate?
- Choose and defend the ingestion pattern
An engineer delivers the solution. An architect proves it is the right solution.
Architecture challenge
Can you make—and defend—the right architecture decision?
Work through one realistic data-platform scenario. Clarify the business need, choose an architecture pattern and defend the trade-off.
Opens the live experience at app.dataxai.in
One scenario · Three decisions
Clarify the needbusiness outcome, users, latency, constraints
Choose a patternbatch, micro-batch, streaming
Defend the trade-offcost, scale, reliability, governance
| Aspect | Batch | Micro-batch | Streaming |
|---|---|---|---|
| Latency | 2 of 3 | 3 of 3 | 3 of 3 |
| Cost | 3 of 3 | 2 of 3 | 1 of 3 |
| Reliability | 3 of 3 | 3 of 3 | 2 of 3 |
Immediate explanation after every decision
The scenario
An enterprise is consolidating multiple data sources. Finance needs a reliable daily report, while Operations asks for real-time data.
- Finance · Daily
- Operations · Real time
- Multiple sources
What you will practise
- Discover the real need
- Challenge assumptions
- Evaluate trade-offs
- Justify the decision
What you will receive
- Immediate decision feedback
- Scenario-based architecture score
- Clear recommendations for improvement
Product journey
Follow one case from discovery to design review.
Real screens from the product. Pick a tab to explore each step.
Expert-led architecture mentoring
Learn to think, decide and defend like an architect.
Guided by seasoned industry leaders who bring decades of real-world experience in data engineering, cloud platforms, AI, and enterprise architecture—turning complex challenges into defensible, business-ready solutions.
Technical knowledge builds solutions.Architectural judgment earns customer confidence.
- Discover the real need
- Challenge assumptions
- Evaluate trade-offs
- Make defensible decisions
- Communicate with clarity
- Lead customer discussions
Practise before the stakes are real.
Architecture capability
Sponsor Dashboard
See how your engineers reason, decide and defend—before they face a customer.
Illustrative
- 8Participants
- 24Decisions reviewed
- 18Evidence items
- 3Ready to lead
Capability Evidence
ⓘ Cohort evidence score · Illustrative
Sponsor Insight
- Strongest signal
Participants connect business outcomes to architecture choices.
- Priority gap
Design defence weakens when cost and operational risk are challenged.
- Recommended action
Run a focused defence clinic before customer shadowing.
Participant Readiness
| Participant | Discovery | Decisions | Design | Defence | Readiness |
|---|---|---|---|---|---|
| Participant 01 | Strong | Strong | Developing | Developing | Review |
| Participant 02 | Strong | Strong | Strong | Strong | Ready to lead |
| Participant 03 | Strong | Developing | Developing | Developing | Review |
| Participant 04 | Developing | Developing | Strong | Developing | Review |
Reviewable Evidence
Illustrative dashboard with sample figures. The proposed four-week accelerator works with a cohort of 6–12 engineers; scope, facilitation, effort and pricing are agreed with the sponsor. Sponsor handover: sample participant work, common capability gaps, a cohort assessment summary and a sponsor review.
Learning options
Where ArchitectXperience fits
Video courses
Primary purpose
Learn concepts, techniques or workflows.
Typical evidence
Exercises, projects or completion records, depending on the course.
Cloud certifications
Primary purpose
Demonstrate knowledge against a defined exam scope.
Typical evidence
Certification or exam credential.
ArchitectXperience
Primary purpose
Build the judgment to uncover the real business need, evaluate critical trade-offs, make defensible architecture decisions, and confidently justify them under review.
Evidence of capability
Validated requirements, documented architecture decisions with clear rationale and trade-offs, a complete solution design, and evidence-based review feedback.
FAQ
Questions before you start
How long does it take?
The introductory challenge has three decisions and can be completed at your pace.
Can I try it as an individual?
Yes. Start with the challenge on the platform at app.dataxai.in. To ask about access to the full labs, send us an inquiry.
How much does it cost?
The challenge is free. Team pricing is based on cohort size, facilitation and reporting needs. Request a pilot proposal to discuss it.
What do participants produce?
A discovery brief, documented decisions, an architecture design and review feedback.
How does the team pilot work?
The proposed pilot spans four weeks. Agree cohort size, schedule, scenario and review criteria during scoping.
Is the challenge a certification?
No. The challenge score reflects decisions in one example scenario. A formal credential requires a separate assessment process.
