Continuous Improvement

Monitor agent evolution and optimization suggestions

Agent Evolution Rate

+24.3%

Performance gain/month

Kaizen Suggestions

147

This month

Learning Velocity

3.2x

Faster than baseline

Optimization Impact

$2.3M

Annual savings

Agent Self-Improvement Progress
Active Learning
0102030405060708090100 JanFebMarAprMayJunJulAugSepOct
Performance Score
Learning Rate
Optimization Impact
Learning Curve by Agent Type

Financial Agents

92%

Learning efficiency

Customer Service

88%

Learning efficiency

Operations

75%

Learning efficiency

Marketing

82%

Learning efficiency
Kaizen Suggestions Pipeline

Automate Report Generation

Impact: High • Effort: Low • Status: Approved

Optimize Data Pipeline Architecture

Impact: High • Effort: Medium • Status: In Review

Implement Predictive Caching

Impact: Medium • Effort: Low • Status: Testing

Enhance Error Recovery Logic

Impact: Medium • Effort: Medium • Status: Planned

Optimization Pipeline Status

23

In Discovery

15

In Testing

8

In Deployment

42

Completed

Recent Completions

Database Query Optimization
API Response Caching
Workflow Parallelization
Performance Improvement Trends
Agent/Process Baseline Current Improvement Learning Rate Trend
Invoice Processing 72% 94%

+22%

2.3x
Customer Response 65% 88%

+23%

1.8x
Fraud Detection 81% 97%

+16%

3.1x
Supply Chain Opt 70% 85%

+15%

1.5x
Predictive Maint 78% 92%

+14%

2.7x
Recursive Improvement
Active

Self-Optimization Cycles

Completed Cycles

127

Avg Improvement/Cycle

+3.2%

Next Cycle In

2h 15m


Focus Areas

Memory Optimization
Response Time
Accuracy
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