Traditional AI automates tasks. Self-evolving AI automates progress - building systems that continuously refine themselves through observation, evaluation, and controlled transformation.
The Enterprise AI Core, built on Sirma.AI Enterprise, connects every function, process, and knowledge stream - enabling your teams and AI agents to work together seamlessly. Built on a hybrid, secure, and extensible architecture, it evolves with your business and amplifies the intelligence of your entire enterprise.
Start with your first agents and workflows, then expand step by step as departments join the ecosystem. Your AI Core continuously learns and evolves with your business -amplifying intelligence without compromising security.
Performance testing against golden datasets to verify improvements without regressions.
Generating and testing improvements to agent prompts, tools, and reasoning processes through controlled mutations.
Detecting bottlenecks and restructuring workflows for optimal efficiency.
Ensuring all agents operate on accurate, current, and compliant knowledge while enforcing data governance.
The Evolution Administrator consolidates proposed improvements and KPI results for review. If approved, changes deploy. If rejected, the system returns to earlier stages for refinement. Every evolution is justified, auditable, and reversible.
Interprets performance trends and generates improvement suggestions across agents and workflows.
Quantifies outcomes using golden datasets and regression testing to validate improvements.
Enforces data integrity, compliance policies, and governance standards across all operations.
Manages integration of improved agents and coordinates workflow changes.
Maintains factual accuracy by synchronizing knowledge between local and global sources.
Systems that refine themselves based on real performance data, not guesswork.
AI that adapts to change instead of requiring constant rebuilding.
Automated compliance and integrity checks embedded into every evolution cycle.
AI handles optimization while your team focuses on strategy and innovation.
A living system designed to grow more capable over time.
Evolution is the principle. Mutation is the method. Join organizations building AI that doesn't just serve today's needs - it evolves to meet tomorrow's challenges.
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