Installing AI should not require blind trust.
Caporia exists to make AI capabilities understandable before people depend on them. It shows what is known, what remains unknown, and what happens next.
The problem
Most marketplaces ask you to decide before they explain.
AI capabilities can read context, touch workflows, call tools, and shape decisions. A listing page is not enough. Popularity is not enough. A download button is not enough.
Traditional marketplaces vs Caporia
Caporia starts with the decision, not the transaction.
Traditional
Lead with popularity signals and fast install buttons.
Caporia
Lead with evidence, fit, permissions, recovery, and Trust Summary context.
Traditional
Treat installation as the finish line.
Caporia
Treat adoption as a lifecycle: install, observe, update, recover, and remove.
Traditional
Hide complexity until something goes wrong.
Caporia
Reveal the right amount of complexity before the user acts.
Predictable Capability Lifecycle
Adoption is a lifecycle, not a download.
Caporia treats every meaningful step as a decision that deserves evidence before action.
Discover
What exists for my need?
Evaluate
What does it do?
Trust
Can I trust it?
Fit
Does it fit my situation?
Install
What will happen?
Observe
What is it doing?
Update
Should I update?
Recover
What if it fails?
Remove
How do I undo it?
How trust is built
Every claim should have a path behind it.
Caporia does not ask a buyer to accept a black box. It constructs trust from structured capability data, evidence, trust summaries, and a trust summary record.
Capability
Evidence
Assessment
Trust Summary
Decision
Product principles
Confidence is the product.
Observable Trust
Trust should be something a buyer can inspect, not something a product page asks them to assume.
Evidence Over Assertion
Claims should point to evidence, trust summaries, and provenance before they ask for belief.
Predictable Capability Lifecycle
Adoption is not a download. It is a path from discovery through removal.
No Surprises
Permissions, changes, limitations, and unknowns should appear before meaningful action.
Confidence Is The Product
Caporia succeeds when users understand enough to choose their next step with confidence.
Start with proof
See how a capability earns trust.
Start with Unity Scene Auditor and follow the evidence behind the buying decision.