Chakali - Memory-Enabled, Contextual, Adaptive AI-Driven Agentic Platform
Teach the platform once, it learns your organization, understands your goals, remembers context, and continuously adapts to become a trusted AI partner.
Chakali is the governed AI orchestration layer that brings together enterprise knowledge, multiple AI models, specialist AI agents, reusable tools, automated workflows, monitoring, reporting, and enterprise guardrails into one secure operating platform.
Enterprise Workspace
- Secure organizational workspace with administrator-managed users and permissions.
- Private-by-default user environments with optional collaboration.
- Secure sharing of files, folders, AI agents, workflows, tools, prompts, and knowledge across the organization.
Enterprise AI Governance & Security
- Enterprise guardrails with human-in-the-loop oversight.
- Comprehensive auditing, logging, monitoring, and traceability.
- Apply governance policies at the organization, workspace, workflow, or individual agent level.
- Align with:
- NIST AI Risk Management Framework (AI RMF)
- UAE Responsible AI Framework
- Dubai AI Ethics Principles
- OECD AI Principles
- And several other compliance frameworks
- Enforce custom compliance and Responsible AI policies across the platform.
Intelligent Knowledge Management
- Encrypted enterprise file repository with AWS S3-like on-premises storage (MinIO).
- Vector RAG, Graph RAG, and hybrid knowledge retrieval.
- Chat with documents, explore knowledge relationships, and discover organizational insights.
AI Agents & Workflow Orchestration
- Build custom AI tools, MCP integrations, agents, and drag-and-drop workflows.
- Create multi-agent conference rooms where AI specialists collaborate, debate, and solve complex problems.
- Schedule agents and workflows with approval mechanisms and human-in-the-loop governance.
- AI-generated reports with collaborative AI co-authoring.
Enterprise AI Operations
- Monitor AI agents, workflows, content, and system activity in real time.
- Track decisions, approvals, executions, and performance with complete auditability.
- Agents continuously improve through organizational context, feedback, and accumulated knowledge.
Multi-LLM Platform
- Integrate commercial and on-premises LLMs through a unified orchestration layer.
- Route tasks across multiple AI models for optimal performance, resilience, and cost efficiency.
Ready for Enterprise
- Out-of-the-box AI tools, skills, workflows, and templates.
- Enterprise integration capabilities.
- Centralized update portal for deploying new skills, agents, workflows, governance packs, and platform enhancements.