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Qualified Tech Stack

AI SDR agent for autonomous inbound pipeline generation

Software Development San Francisco, California 201–500 employees Founded 2018 Privately Held

Qualified builds an agentic marketing platform centered on Piper, an AI SDR designed to autonomously handle inbound engagement and conversion. The tech stack reveals a modern AI-first architecture: Claude, GPT, and Gemini LLMs paired with RAG, deployed on AWS with Ruby on Rails and React. Active hiring across sales (10 roles) and product (8) indicates a go-to-market push, while the project list signals aggressive LLM integration and Salesforce ecosystem expansion—Qualified is cementing itself as an embedded AI layer for demand-gen teams rather than a standalone chat tool.

Tech Stack 36 technologies

Core StackDatadog Sentry Salesforce Ruby on Rails JavaScript Python Go Zoom Java RAG PostgreSQL React AWS Gong Gainsight ZoomInfo GPT Claude Gemini Webex HTML CSS SQL Outreach Domo LeanData Vanta SimilarWeb Apollo Microsoft Office+3 more
AdoptingSendGrid Highspot Skilljar

What Qualified Is Building

Challenges

  • Improving inbound pipeline efficiency
  • Increasing lead conversions
  • Achieving renewal targets
  • Generating more meetings
  • Scaling highly-available services
  • Modernizing native integrations
  • Scaling enterprise-grade platform
  • Scaling high-traffic services
  • Integrating llms into product
  • Cost efficiency

Active Projects

  • Llm integration into product offerings
  • Pipelineai platform development
  • High-traffic service scaling
  • Qualified data model
  • Qualified implementation framework
  • Building apis and native workflows
  • Extensibility strategy and execution
  • Strengthening salesforce integration
  • Mission-critical application development
  • Ai core roadmap integration

Hiring Activity

Steady40 roles · 15 in 30d

Department

Sales
10
Product
8
Engineering
7
Ops
5
Logistics
4
Finance
3
Legal
1
Operations
1

Seniority

Senior
15
Junior
12
Mid
8
Manager
4
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About Qualified

Qualified is a B2B marketing automation platform focused on real-time engagement and pipeline generation through AI-driven SDR agents. The core product, Piper, autonomously qualifies and nurtures inbound leads via conversational interfaces—chat, voice calls, and screen sharing. Built for mid-market and enterprise companies, Qualified integrates tightly with Salesforce, Outreach, and data enrichment platforms like ZoomInfo and Apollo. The company operates across six countries (US, Chile, Costa Rica, Argentina, Colombia, Guatemala) with 201–500 employees.

HeadquartersSan Francisco, California
Company Size201–500 employees
Founded2018
Hiring MarketsUnited States, Chile, Costa Rica, Argentina, Colombia, Guatemala

Frequently Asked Questions

What AI models does Qualified use?

Qualified deploys GPT, Claude, and Gemini LLMs with RAG (retrieval-augmented generation) as core components of its Piper SDR agent, integrated into its product stack.

Does Qualified integrate with Salesforce?

Yes. Salesforce is in the core stack, and strengthening Salesforce integration is an active project for Qualified's engineering team.

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