Case Studies

Wyra: AI-Powered Pre-CRM Execution Layer for AWS Partners

Wyra is redefining outbound sales execution for AWS Partners with an AI-powered Pre-CRM Execution Layer. The platform transforms AWS ecosystem signals into autonomous outbound execution, powered by Gil — an AWS-trained AI agent that understands partner programs, certifications, and buyer intent signals. Built by ex-AWS sales leaders, Wyra bridges the gap between raw AWS marketplace data and actionable sales pipeline, enabling partners to execute targeted outreach at scale without manual prospecting.

Key Features

  • AI-trained agent (Gil) with deep AWS ecosystem knowledge
  • Autonomous outbound execution from AWS ecosystem signals
  • Pre-CRM layer that enriches pipeline before it hits your CRM
  • AI-powered voice calling with contextual AWS partner conversations
  • Intelligent lead scoring based on AWS certifications and partner tiers
  • Seamless integration with existing CRM and sales workflows

Process We Followed

AWS Ecosystem Analysis

AWS Ecosystem Analysis

Conducted deep analysis of the AWS Partner Network ecosystem to map signal sources — certifications, competency achievements, marketplace listings, and funding events — into actionable outbound triggers.

AI Agent Architecture

AI Agent Architecture

Designed and trained Gil, the AWS-specialized AI agent, using domain-specific data from AWS partner programs, sales playbooks, and buyer personas. Built the agent orchestration layer to handle multi-step outbound sequences.

Platform Development

Platform Development

Built the Pre-CRM Execution Layer with autonomous outbound capabilities, AI-powered voice calling, and real-time signal processing. Integrated with major CRM platforms for seamless pipeline handoff.

Testing and Validation

Testing and Validation

Validated outbound sequences across multiple AWS partner segments. Tested AI voice calling quality, conversation accuracy, and lead qualification precision against human benchmarks.

Deployment and Optimization

Deployment and Optimization

Deployed the platform for AWS partners with continuous optimization loops. Gil learns from every interaction, improving targeting accuracy and conversation effectiveness over time.

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