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Finch AI Tech Stack

Text-to-data analytics platform for intelligence and defense analysts

Software Development Reston, Virginia 51–200 employees Founded 2014 Privately Held

Finch AI builds NLP-driven tools for analysts working with unstructured text at scale, with deep roots in defense and intelligence. The engineering-heavy hiring focus (9 of 12 open roles) combined with active infrastructure projects (AWS automation, Kubernetes, air-gapped deployments) and pain-point clustering around secure, isolated environments suggests the company is scaling operational rigor for classified or high-security customer workflows rather than broad market expansion.

Tech Stack 50 technologies

Core StackAWS Terraform CloudFormation Datadog Splunk Jira LangChain Apache NiFi Apache Spark Docker Kubernetes Helm Python PySpark JavaScript Vue Neo4j MongoDB Linux Active Directory AWS CDK Git AWS CloudWatch Nuxt Vuetify Syncfusion AWS EMR AWS EKS Milvus Windows+20 more
AdoptingAWS

What Finch AI Is Building

Challenges

  • Deploying in air-gapped environments
  • Integrating diverse data sources
  • Migrating cloud workloads to aws
  • Cloud security best practices
  • Disaster recovery procedures
  • Supporting secure classified environments
  • Complex real-time data analytics needs
  • Minimizing production environment impact
  • Removing sdlc barriers
  • Meeting capacity and performance requirements

Active Projects

  • Build agentic workflow integrations
  • Aws infrastructure automation
  • Implementing monitoring and logging
  • Disaster recovery testing
  • Deploy finch ai in air-gapped environments
  • Maintain containerized environments
  • Application currently in development
  • Performance monitoring and alerting
  • Aws cloud solution for business-critical application development
  • Automation improvements to minimize production impact

Hiring Activity

Minimal10 roles · 1 in 30d

Department

Engineering
9
Ops
1
Support
1

Seniority

Senior
8
Mid
2
Manager
1
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About Finch AI

Finch AI develops software that converts human-generated text into machine-readable insights for analysts in intelligence, defense, and related sectors. The platform centers on natural-language processing and large-scale data extraction, enabling analysts to accelerate workflows and improve decision accuracy. The company is headquartered in Reston, Virginia, and operates with a 51–200 person team since 2014. Infrastructure is anchored on AWS (Kubernetes, EMR, EKS) with observability via Datadog and Splunk, supporting both cloud and air-gapped deployment models.

HeadquartersReston, Virginia
Company Size51–200 employees
Founded2014
Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Finch AI use?

AWS (EC2, EMR, EKS, CloudFormation, CDK), Kubernetes, Docker, Python, PySpark, LangChain, Neo4j, MongoDB, Datadog, Splunk, and Git/Jira for CI/CD. Terraform and Helm manage infrastructure.

Does Finch AI support air-gapped deployments?

Yes. Air-gapped environment deployment is an active project and a top pain point, indicating the platform is being adapted for classified or isolated network operations.

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