AI agents to automatically improve business-critical KPIs.
Rohan Paul Twitter · Rohan Paul (@rohanpaul_ai) · 2026-06-29
Startup Giga launches Scout, an AI agent platform that works backward from a single user-defined business KPI to autonomously build, test, and iteratively improve agents using real conversation data.
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Extraction
Topics: ai-agentsbusiness-automationcustomer-support-aiproduct-launch
Claims
- Scout allows users to define a business KPI in plain English and then autonomously builds and tests AI agents to achieve it.
- Scout learns from real customer conversations, especially cases where a human representative had to intervene, to ship incremental improvements.
- Changes involving money or external system integrations are routed to the human team with supporting evidence before being deployed.
- Scout can detect and self-repair its own broken integrations, with all activity visible in a command center dashboard.
Key quotes
You set the goal. Scout gets you there.
scout works backward from the one that actually moves your business.