Self-Improving AI
That Learns As It Goes

SCX.ai brings you Agentic Context Engineering (ACE) — a breakthrough framework where AI models evolve their own playbooks through Generation, Reflection, and Curation.

No fine-tuning required. Just intelligent context that grows smarter with every interaction.

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SCX.ai is revolutionizing how AI systems learn and adapt. Our platform enables enterprises to deploy AI that continuously improves through real-world usage — no retraining needed.

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The ACE Three-Agent Architecture

Query + Playbook

GeneratorProduces reasoning
trajectories

ReflectorAnalyzes & tags
helpful/harmful

CuratorUpdates playbook
with delta items

Playbook evolves with each iteration

86.9% Faster Adaptation

Lower adaptation latency compared to existing methods through SCX.ai's incremental delta updates.

+10.6% Accuracy Gain

Average improvement on agent tasks by preserving detailed, domain-specific knowledge.

Zero Retraining

SCX.ai's self-improving AI adapts without labeled data or expensive fine-tuning.

How the Playbook Evolves

SCX.ai's ACE framework maintains a living document of strategies that learns from every interaction

## STRATEGIES & INSIGHTS

[str-00001]helpful=5 harmful=0::Always verify entity types before classification

[str-00002]helpful=3 harmful=1::Consider context when identifying organizations

## COMMON MISTAKES TO AVOID

[mis-00003]helpful=0 harmful=4::Don't confuse product names with company names