Subscribe to an AI engineering team that turns dispatching, quoting, QC, and daily reporting into agent employees connected to your systems, visible in results, and accountable end to end.
Can you move a load from Nanjing to Shanghai tomorrow at 8 AM within a ¥4,000 budget?
Driver availability is confirmed, the price was negotiated to ¥3,950 within bounds, and the order plus loading address are synced.
935calls
Automated outbound calls in 30 daysMonthly subscription clients
Longest continuous client
Annual commits for one client
Agent employees deployed
We do not sell generic tools. We enter the operating scene, diagnose needs, connect systems, deploy agent employees, verify outcomes, and keep iterating.
Your business runs on one system, with visible process and trackable outcomes.
Customers, orders, and payments stop scattering across spreadsheets and chats. One operating system records the full trail, so leaders can see progress at a glance.
Sales can quote on site, drivers can receive orders on the road, and leaders can approve on mobile. The system knows what happens the moment it happens.
Calls, quotes, QC follow-ups, and reports move to agent employees, while people focus on the work only people should do.
Switch by industry to see how agent employees take over workflows, boundaries, and results. All figures come from current project materials.
Vehicle sourcing, quoting, and order placement move out of manual calls and group chats into dispatch agents that understand driver feedback, keep price boundaries, and archive every action.
Service rhythm, delivery discipline, commercial terms, and key questions sit in one place, so after reading the cases you can judge the next move.
Projects move by written requirements, design, development, QA evidence, and launch records each week, then reconcile by actual service workdays at month end.
We decide what should be built before writing code.
Every request starts with discovery notes and a PRD before developmentThe delivery rhythm is visible in the code history.
One client saw 3,241 commits in 2025, with weekday releases sustainedThe contract keeps control in your hands.
Pause by any traceable message; billing stops the next dayYou subscribe to business outcomes and team output, not seats. PM, design, development, and QA roles run in an AI-assisted workflow, with human engineers supervising and owning the result.
AI speeds things up, delivery discipline keeps it reliable. No PRD, no development; no acceptance evidence, no release. Production launches include rollback plans, and key deliverables carry a 30-day warranty.
Send any traceable message. The pause counts from that day, billing stops the next day, and service can resume anytime.
Intellectual property belongs to you by default. Once each period is paid, ownership transfers progressively, including compilable source code, database structure, and deployment docs.
Outsourcing bets on final acceptance. We earn the next month by delivering this month. One client has renewed continuously for 4 years.
For companies with existing systems that need continuous iteration, maintenance, and small-step transformation.
For companies building a business system from zero and deploying their first agent employee.
For multi-line operations that want agents to take on several workflows at the same time.
We deliver written diagnosis notes within 3 workdays.
