Two ways to access Opportunities
Same data. Same context. Use the interface that fits your workflow.
1
Agent-Native (MCP)
For coding agents and automation.
>_
Query opportunities programmatically
with full context and source citations.
Same opportunity
graph & data
2
UI-Centric (In-App)
For PMs and engineering leads.
Browse a ranked queue, triage,
review evidence, and route work.
From opportunity to shipped
Example flow
Opportunity
Surfaced with summary,
evidence, impact, and
source links.
Plan
Review and confirm scope,
assign owner, set priority
in your system.
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Execute
Agent (or human) starts
work with full context
and acceptance criteria.
Review
Comments, tests, and
iterations until ready
for merge.
Ship
PR merged. Outcomes
tracked and fed back
into the loop.
INCLUDES
Problem statement
Evidence & citations
Impact estimate
Suggested solution
Outcomes fed back into the loop