Delivery Process

From diagnosis to launch, results in as fast as4 weeks

We don't just sell tools and let you figure it out. We take full responsibility until results are delivered. Through four steps — diagnosis, build, pilot, expansion — we ensure AI truly delivers value in your business.

Delivery Process

Four-Step Delivery Process

Every step has clear deliverables, ensuring the project doesn't stall midway.

1

Diagnose

We assess your business processes and identify the most valuable automation opportunities.

Deliverables: A clear list of initial automation scenarios and expected outcomes.

2

Build

We connect to your business systems and configure AI execution rules.

Deliverables: AI agents deployed and ready for a pilot run.

3

Pilot

We run a complete workflow end-to-end in your real business environment.

Deliverables: Verified results confirming the AI is actually doing the work for you.

4

Scale

We expand from one workflow to additional business scenarios.

Deliverables: Continuous optimization with AI taking on more and more work.

Continuous Operations

Launch Isn't the End — Results Keep Improving

After AI deployment, we continuously monitor performance, identify issues and adjust promptly, ensuring AI gets better over time.

Status at a Glance

What AI is doing, how well it's performing, any errors — all viewable anytime.

Automatic Anomaly Alerts

When AI execution encounters anomalies, the responsible person is automatically notified.

Every Step Traceable

Every operation performed by AI is recorded and can be reviewed anytime.

Operations Dashboard
LIVE
Response Time
124ms
Success Rate
99.2%
Running
47
[14:23] Procurement AI → Query ERP order status → Complete
[14:23] Quality AI → Flag MES defect anomaly → Complete
[14:23] Client AI → Write back CRM contract amount → Awaiting approval
[14:23] R&D AI → Fetch experiment batch data → Complete

Partnership Models

Choose the Right Partnership Model

Based on your business needs and implementation depth, choose the most suitable partnership path.

Pilot Partnership

Validate Results

Assistant-Level Start

  • One core business scenario
  • Connect 1-2 systems
  • Results in 4-6 weeks
  • Knowledge Q&A and collaboration focused

Suitable for: First-time AI adopters seeking low-risk validation

Recommended

Deep Partnership

Scale Deployment

Execution-Level Workflows

  • 3+ business scenarios
  • Deep multi-system integration
  • Approval and write-back closed-loop
  • Continuous operations optimization

Suitable for: Clear scenario ROI, need end-to-end process integration

Custom Partnership

Custom Solutions

System-Level Expansion

  • Comprehensive system integration
  • Private deployment
  • Multi-department collaboration & governance
  • Long-term AgentOps operations

Suitable for: Building AI as a long-term enterprise capability

Not sure which to choose? Let's discuss your scenarios

We can help you map out business processes, identify the most valuable automation opportunities, and determine the best partnership model.