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Worth AI Tech Stack

AI-powered onboarding and underwriting automation for financial services

Financial Services Orlando, Florida 51–200 employees Founded 2023 Privately Held
worthai.com LinkedIn

Worth AI automates financial underwriting workflows using AI and real-time data integration. The tech stack reveals a production-grade AI infrastructure—LangGraph, LangSmith, Langfuse, OpenAI, and pgvector for embeddings—paired with heavy data plumbing (Kafka, Redshift, dbt, OpenSearch). Current projects center on agentic systems for KYB risk decisions and cross-country data playbooks, while pain points flag regulatory compliance, global data sourcing, and enterprise sales velocity as the blocking constraints.

Tech Stack 56 technologies

Core StackHubSpot Salesloft Gong ZoomInfo OpenAI Python Node.js TypeScript PostgreSQL Kafka Redshift Redis AWS Kubernetes ArgoCD Terraform Datadog Nest.js React dbt Canva Outreach LinkedIn Sales Navigator LangGraph MCP pgvector OpenSearch LangSmith Langfuse AWS EKS+24 more

What Worth AI Is Building

◆Challenges

  • Expanding global data footprint
  • Meeting local regulatory standards
  • Negotiating high-value data contracts
  • Expanding enterprise segment
  • Scaling sales team
  • Closing high-value deals
  • Automating kyb underwriting risk decisions
  • Maintaining regulatory compliance for ai systems
  • Managing messy partner apis
  • Handling rate limits and schema drift

▲Active Projects

  • Data playbook for every country
  • Risk taxonomy framework
  • Technical integration strategy
  • Build playbook
  • Build operating cadence
  • Production agent systems for kyb underwriting risk decisions
  • Agent graph architecture in langgraph
  • Major integrations and subsystems
  • Third-party data provider integrations
  • Public rest api and sdks

Hiring Activity

Accelerating20 roles · 20 in 30d

Department

Engineering
8
Sales
5
Data
4
Product
4

Seniority

Director
8
Senior
8
Mid
4
Junior
1
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About Worth AI

Worth AI is a SaaS platform automating onboarding and underwriting for financial institutions and SMBs. Founded in 2023 and based in Orlando, the company processes thousands of traditional and non-traditional data sources to reduce underwriting bias and risk. The platform delivers real-time risk modeling, portfolio visibility, and continuous monitoring. The hiring mix—heavy on director and senior roles across engineering, data, product, and sales—indicates a growth-stage company moving from platform build into market expansion, with active scaling in both enterprise sales and data infrastructure.

HeadquartersOrlando, Florida
Company Size51–200 employees
Founded2023
Hiring MarketsUnited States

Frequently Asked Questions

What AI tools does Worth AI use?

LangGraph, OpenAI, LangSmith, Langfuse, and pgvector for embeddings. Also Kafka and Redshift for data pipelines, and Kubernetes/ArgoCD for orchestration.

What is Worth AI working on?

Production agent systems for KYB underwriting decisions, risk taxonomy frameworks, multi-country data playbooks, and third-party data provider integrations via REST APIs and SDKs.

How this profile is built

Worth AI's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.