Typical scenarios
Four business loops from real capabilities
Each loop maps pain → shipped tools → measurable gain.
Cross-system finance reconciliation
Bank/vendor portals without APIs — manual Excel reconciliation.
Pain
Legacy silos · manual carry · over-permission risk
Capability
PageAgent login · sandbox parse · @ finance approval
Gain
1.5 days → 10 minutes · CDP audit
Deliverable reports & proposals
RFPs and research must live in artifact workspace — not chat fragments.
Pain
Format drift · version chaos · no archive
Capability
Document projects · pptx preview · Git checkpoints
Gain
Draft-to-delivery −70% · auditor-ready workspace
Web apps with live preview
Stakeholders need to see sites Agent builds — not just code blocks.
Pain
Static HTML hard to iterate · dev env complexity
Capability
Web project · portal proxy · incremental patches
Gain
WYSIWYG preview · independent from chat mode
Procurement tracking & approval
Order status scattered across ERP, vendor portals, and IM.
Pain
No cross-system linkage · missed escalations
Capability
PageAgent lookup · orchestrator watch · approval gates
Gain
Cycle −40% · sensitive steps always human-gated