AI architecture workspace for product and engineering teams
Design software architecture that evolves with your product.
Bring business context, system design, and architectural decisions into one living workspace—guided by an AI Architecture Copilot.
Start with a product idea, feature, or business requirement. Avylo helps your team understand it, design the architecture, review decisions, and evolve the system over time.
Early access is currently by request.
Workspace
Connected context, ready for review
Requirement
Multi-region checkout
Capability: Checkout · Priority: High
Linked to
Charges need to stay consistent as checkout adds new regions.
Built for
A different way to work
The missing layer between product and engineering.
Modern software architecture is not a document or a diagram. It is a living body of shared context, decisions, and tradeoffs. Avylo is the AI-native Architecture Operating System for keeping that work connected.
The architecture isn’t the diagram. It’s the decisions behind it.
Meet your AI Architecture Copilot
A copilot that reasons with your team.
Avylo helps teams work through the architectural decisions that shape a product—not just produce an output.
We need to support regional checkout without weakening order consistency.
This affects checkout, billing, and order orchestration. I found two viable paths and the tradeoffs behind each.
AI is a trusted architectural partner. Your team stays responsible for the decisions.
The problem
Software evolves. Architecture gets left behind.
Documentation becomes outdated.
Decisions disappear.
Knowledge stays in Slack.
New engineers spend weeks reconstructing the system.
Eventually, nobody knows why the architecture looks the way it does.
That is the problem Avylo solves.
Why this is finally possible
AI that understands systems.
AI can now reason across business context, requirements, architectural decisions, and system evolution—not just generate code or diagrams.
The workspace
One workspace for the decisions behind your software.
Keep the context that shapes your architecture together, so the system stays understandable as the product changes.
Architecture Model
Connected context, ready for review
Why?
Introduced by ADR-014. Coordinates checkout, billing, and fulfillment.
Progressive architecture
From intent to living architecture.
Architecture emerges through understanding, discussion, review, and continuous change—not a single handoff.
- 01
Understand
Capture the business intent behind a change.
- 02
Explore
See how it connects to existing capabilities and systems.
- 03
Decide
Weigh alternatives and record the tradeoffs.
- 04
Review
Confirm the change with the people who own the system.
- 05
Evolve
Update the architecture and keep the reasoning attached.
Explainability
Every decision has a why.
Avylo keeps the reasoning behind architecture connected and visible, so teams can act with confidence.
Traceability
Why does the Regional Router exist?
Change set
Support regional checkout
Understand the changed business requirement and its related capabilities.
Identify affected systems, decisions, and dependencies.
Create an explainable proposal for the team to review together.
A shared workspace preserves the architectural knowledge teams need to build consistently over time.
A different operating model
A system of record for architectural thinking.
Move from disconnected artifacts to a living architecture workspace.
Traditional
Result: lost context and architecture drift.
Avylo
Result: connected reasoning and continuous evolution.
Traditional
Avylo
Documents
Living Workspace
Diagrams
Architecture Model
ADR files
Linked Decisions
Tribal knowledge
Shared Understanding
Manual reviews
AI-assisted review, human approval
Drift
Continuous Evolution
FAQ
Questions, answered clearly.
A new category should be easy to understand.
Avylo is an AI-native Architecture Operating System: a collaborative workspace where teams turn business intent into living, explainable software architecture.
Early access
Build living architecture with your team.
Request workspace access to follow Avylo as we shape a more connected way to design and evolve software architecture.
Early access is currently by request.
Talk to us
Start a conversation.
Have a question about Avylo or want to share how your team works today? We would like to hear from you.