— CONTACT

Contact Us

Share your goals, constraints, and current situation. We will first identify whether the work belongs to agent efficiency, cloud infrastructure, or AI transformation, then define the delivery boundary.

Inquiry TopicScenario case

LLM Quality Feedback Loop

Contact Methods

Emailreallier@intjsys.comClick to send emailEmailcontact@intjtech.cnClick to send email
WeChat
WeChat QR
Scan to addNote: Agent / Cloud Exit / Transformation

What to include (optional)

  • Agent efficiency: prototype, memory/collaboration/harness issues, current latency/cost/failure samples
  • Cloud infrastructure: cloud bills, utilization, current architecture, cloud-exit/private-cloud/local GPU needs
  • AI transformation: business goals, current workflows, organizational knowledge, priority department or pilot scenario
  • Shared constraints: budget range, timeline, data-security requirements, existing systems, and hard boundaries