Praison AI - ICANIO Technologies
Praison AI
Platform Developed
Overview
The framework faced issues in agent workflows and lacked advanced agent capabilities. Enhancements included workflow debugging, custom agent design with tool integration, and support for multi-model deployments. This improved reliability, enabled self-reflective and collaborative reasoning, and ensured future-ready scalability across LLMs.
Problem
- The existing PraisonAI agentic framework required significant enhancements to meet evolving use cases.
- The system had unresolved issues in its agent workflows and pre-built components, affecting stability and effectiveness.
- Additionally, there was a pressing need to extend the framework by designing new agents.
Solution
- Agentic Workflow Auditing and Optimization: Reviewed, debugged, and enhanced the behaviour of existing agents and tools to improve stability and consistency.
- Custom Agent Design and Deployment : Built new agents tailored to support collaborative, tool-augmented, and self-reflective reasoning across multiple LLMs.
- Low-Code, Scalable Architecture : Maintained and enhanced the low-code nature of the platform, allowing for faster agent development and deployment.
Key Business Outcomes
- Increased Framework Reliability and Stability : Addressed foundational code issues and agent behaviours, reducing failure rates and improving consistency in reasoning chains.
- Enhanced Reasoning and Autonomy : Introduced agents capable of reflection, collaboration, and tool usage, allowing for more intelligent, adaptive, and goal-oriented behaviours.
- Future-Proof Multi-Model Support : Ensured compatibility with both local and cloud-hosted LLMs, making the system flexible and cost-efficient for various deployment needs.
Technology
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Office Locations
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117
Address
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617.
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
Centre
Margoschis Road, Nazareth,
Tamil Nadu 628617.
Centre
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Centre
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617.
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
1st Floor, A-28, Thiru.Vi.Ka Industrial Estate, Guindy, Chennai 600032, Tamil Nadu.
Margoschis Road, Nazareth,
Tamil Nadu 628617.
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
Centre
Margoschis Road, Nazareth,
Tamil Nadu 628617.
Centre
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Centre
1st Floor, A-28, Thiru.Vi.Ka Industrial Estate, Guindy, Chennai 600032, Tamil Nadu.