GenClouds : Agentic Cloud Advisory

Challenge

The Gen Clouds team needed higher operational leverage without adding headcount. Manual workflows and fragmented tools were slowing response times and burying operators in repetitive work.

Approach : Claude agentic harness

InferentCloud designed a Claude-powered agentic harness around the real workflow: tool access, memory of prior steps, guardrails for risky actions, and human approval gates. Agents handle the repeatable path; people own exceptions.

Solution

Built a service-first AI advisory experience. Claude agents map visitor needs to FinOps, DevOps, and AI offerings, produce consultation briefs, and keep the funnel measurable from first question to booked call.

Outcome

Operators gained a production AI system they can supervise : faster cycle times, clearer audit trails, and a harness that can be evaluated and improved as the business changes.

Highlights

• Claude advisory chatbot
• Service matching workflows
• Pricing-aware CTA paths
• Consultation brief generation
• SEO-ready AI services pages