Scene 1 of 8

A developer faces a common challenge...

Hundreds of refund requests flooding in daily

Instead of writing thousands of lines of code...

They write a simple 10-line configuration

One click deploys to production

The agent joins a fleet of intelligent workers

Meanwhile, a frustrated customer needs help...

Marcus was charged three times for his subscription

The agent receives the request

But this isn't a simple chatbot...

Six specialized models coordinate like a brain

Each contributing their expertise to create the perfect plan

The plan executes flawlessly

Every step purposeful, tracked, and optimized

But the agent doesn't stop there...

It recognizes a pattern affecting multiple customers

Learning from every interaction

Getting smarter, faster, more efficient

After 90 days...

Same configuration. 10x the intelligence.

This is the power of Skymel

True autonomous agents that evolve

How Skymel ADK Works

From config to intelligent agent in minutes

refund_agent.json - Building: Customer Support Automation

✓ Configuration valid

Agent Deployed to Production

🤖

Lead Scorer

Idle

✉️

Email Responder

Processing

💰

Refund Processor

ACTIVE

Uptime: 100%

Requests: 0

Cost: $0.00

Your agent is live. Zero orchestration code.

👤

Marcus Johnson

Mobile • Tuesday, 2:47 PM

I was charged 3 times for my subscription
Each charge was $47.99
This happened yesterday

😤

EXTRACTED DATA:

{

"customer_id": "cust_8829",

"issue_type": "multiple_charges",

"amount": "$143.97",

"occurrences": 3,

"sentiment": "frustrated",

"account_tier": "premium"

}

Multi-Model Reasoning Engine Creates Optimal Plan

LLM Cluster

Intent extraction

Classifier

Pattern match

Tool Select

Choose tools

Causal

Goal tracking

Optimizer

Cost/speed

ORCHESTRATOR

Combine & coordinate

Verify charges

Calculate refund

Process refund

Create ticket

Notify customer

Intelligent Execution

🔍

Verify Charges

Queries database, finds 3 identical charges with same timestamp

✓ Duplicate charges confirmed

🧮

Calculate Refund

3 charges - 1 valid = 2 refunds = $95.98

✓ Under $500 limit, auto-approve

💳

Process Refund

Connects to payment gateway, initiates refund

✓ Transaction ID: REF-789456

🎫

Create Engineering Ticket

Pattern detected: Webhook duplication after deploy

✓ JIRA-4567 created (High priority)

📧

Notify Customer

Personalized message sent via email and SMS

✓ Customer notified

SLACK #customer-success

✅ Refund Agent
Resolved duplicate charge issue
Customer: Marcus Johnson
Amount: $95.98 refunded
Auto-resolved in 1.8s

JIRA High Priority

🎫 SKYMEL-4567
Webhook Duplication Issue
Pattern: 20+ similar cases
Root cause: Deploy at 2 PM
Assigned to Engineering

😊

"Thanks for the quick resolution!"

Resolution: 1.8s | Cost: $0.04 | Satisfaction: ⭐⭐⭐⭐⭐

💰 Cost Comparison: Traditional vs Skymel

Traditional Development $120,000

6 Months Development $180,000

Ongoing Maintenance $24,000/year

Manual Support Staff $15/hour

Skymel ADK Solution $25/month

10-minute Setup $0 dev cost

Per-request Cost $0.04

Total 1st Year Savings $323,700

Learning & Pattern Recognition

📧

Pattern Detected

20 similar cases in 10 minutes

All after 2 PM deployment

Agent evolves response strategy

1.8s → 0.8s

Response Time

Grouped

Ticket Handling

Proactive

Customer Alerts

Continuous Improvement Over Time

Day 1

Learning Phase

Plans 5-6 steps

Avg time 3.2s

Pattern detection Basic

Success rate 94%

Day 30

Optimizing Phase

Plans 4 parallel steps

Avg time 1.8s

Pattern detection Advanced

Success rate 97%

Day 90

Expert Phase

Plans 3 smart steps

Avg time 0.8s

Pattern detection Predictive

Success rate 99.5%

Same config. Smarter every day.

Traditional Approach

❌ 1000s lines of code

❌ Rigid if/then workflows

❌ Breaks on edge cases

❌ Constant maintenance

❌ No learning

With Skymel ADK

✅ 10 lines of config

✅ Dynamic intelligent planning

✅ Handles edge cases

✅ Self-improving

✅ Gets smarter daily

Start Beta Access - $25/month

• 500+ agents deployed in beta • Zero code orchestration • Multi-model intelligence

Build smarter agents. Ship faster. Scale instantly.