Challenge
Complex business questions need structured reasoning and evidence separation so recommendations do not become unsupported or hallucinated.
Case study
PORR Multi-Agent Decision Workflow
A Gemini Search-grounded multi-agent workflow for Problem, Options, Risks, and Recommendation synthesis.
Approach
- Built an orchestrator that routes work to specialist agents.
- Required Gemini Search grounding for agent outputs.
- Separated problem definition, solution options, risks, and recommendations.
- Restricted agents from adding unsupported facts or examples.
Outputs
- Problem Agent
- Options Agent
- Risks Agent
- Recommendation Agent
- Google Docs structured output
Relevance to Customer Success & Implementation
Relevant to implementation work because it models structured problem definition, options analysis, risk review, and recommendation development for stakeholder-ready decisions.