Puzld.ai

Puzld.ai is a multi-LLM orchestration framework that enables agentic execution, memory, and training data generation. It benefits operations teams by automating complex workflows and integrating with AI agents like Claude. The framework connects to various LLMs and tools, streamlining business processes and enhancing productivity.

["Define the workflow: Start by mapping out the exact steps of the process you want to automate (e.g., data ingestion, validation, document generation, notifications). Use Puzld.ai’s visual workflow editor or YAML configuration to outline the sequence.","Configure integrations: Connect Puzld.ai to the necessary tools and APIs (e.g., Salesforce, SharePoint, Slack) by providing authentication credentials and API endpoints. Use Puzld.ai’s pre-built connectors or custom webhook integrations.","Set error handling and fallbacks: Define how Puzld.ai should handle edge cases (e.g., API failures, invalid data) by configuring retry logic, fallback models, or human-in-the-loop interventions. Test these scenarios in a sandbox environment.","Deploy and monitor: Deploy the orchestration in Puzld.ai’s runtime environment, then monitor execution logs and performance metrics. Use Puzld.ai’s dashboard to track success rates, errors, and processing times. Iterate based on feedback.","Optimize with training data: If the workflow involves decision-making (e.g., document generation), use Puzld.ai’s memory and training data generation features to fine-tune the LLM models based on historical outputs or user feedback."]