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Development of Scalable AI-Driven Sales Platform with Enhanced Reliability and Documentation

streaver.com

Information technology

Business services

SaaS

Platform Instability and Operational Inefficiencies

Critical AI agents (ICP, Deal Notes, Pipeline Analysis) were non-functional following key personnel departure. Platform suffered from frontend/backend bugs, poor documentation, scalability limitations, and code redundancy, hindering user onboarding and system reliability.

About the Client

Technology platform leveraging AI and data analytics to optimize sales operations through agentic architecture

Core Project Goals

Restore core AI agent functionality
Stabilize platform infrastructure
Implement comprehensive documentation
Optimize system scalability
Establish foundation for future feature development

System Functionality Requirements

Reactivated AI agents for sales process optimization
Bug-fixed frontend interface with improved UX
Comprehensive technical documentation suite
Resilient error-handling mechanisms
Scalable backend architecture with optimized codebase

Technology Stack

NextJS

Vercel

Trigger.dev

AI/ML frameworks

System Integrations

Cloud infrastructure (AWS/GCP)
Monitoring tools (Datadog/NewRelic)
CI/CD pipelines

Operational Requirements

High system availability (99.9%)
Horizontal scalability for 20+ future agents
Real-time monitoring capabilities
Code maintainability metrics
Security compliance (GDPR/ISO)

Business Impact Projections

Stabilized platform with 30% faster onboarding, 50% reduction in system downtime, and foundation for expanding AI agent ecosystem. Enhanced documentation enables 40% faster engineer onboarding, while modernized infrastructure supports 200% growth in user capacity.