echoloc
Get started
echoloc/ Companies/ Farsight

Farsight Tech Stack

AI workflows for financial modeling, pitch decks, and investment banking automation

Software Development New York City, NY 51–200 employees Founded 2022 Privately Held
farsight-ai.com LinkedIn

Farsight builds AI automation for institutional finance, with a stack heavily weighted toward vector databases (Pinecone, Weaviate, FAISS, Chroma, pgvector) and ML inference (PyTorch, TensorFlow, Hugging Face) — a signal the platform relies on retrieval-augmented generation and fine-tuned models to produce finance-specific outputs. The hiring mix is engineering-dominant with early sales focus, and internal pain points center on scaling infrastructure and automating customer deployments, suggesting the company is past initial product-market fit and now building production robustness to serve institutional demand.

Tech Stack 31 technologies

Core StackAWS CloudFormation AWS Lambda CloudFront CloudWatch AWS RDS Docker Kubernetes gRPC Jenkins GitLab CI/CD React JavaScript TypeScript Hugging Face Python Pinecone Weaviate PyTorch TensorFlow AWS CDK AWS ECS IAM AWS Systems Manager AWS CodePipeline GCP Azure FAISS Chroma pgvector+1 more

What Farsight Is Building

◆Challenges

  • Manual deck creation
  • Lack of workflow automation
  • Performance enhancements
  • Manual drafting of financial materials
  • Time spent gathering information
  • Expanding platform to meet customer demand
  • Transitioning away from founder-led sales
  • Scalable secure deployments
  • Ci/cd optimization
  • Manual data gathering and drafting

▲Active Projects

  • Ci/cd platform optimization
  • Product launches and integrations
  • Weekly product email strategy
  • Infrastructure-as-code implementation
  • Monitoring and observability strategy development
  • Sales playbooks
  • Gtm motion
  • Launch net-new features and workflows
  • Build and deploy customized workflows
  • Build internal systems and playbooks

Hiring Activity

Accelerating10 roles · 5 in 30d

Department

Engineering
6
Marketing
1
Ops
1
Product
1
Sales
1

Seniority

Senior
5
Mid
4
Staff
1
Company intelligence

Find more companies like Farsight by tech stack, pain points and active projects

Get started free

About Farsight

Farsight automates deliverables and analysis workflows for investment banking, private equity, and institutional finance. The platform generates financial models, pitch decks, investment theses, and memos — work traditionally done by junior analysts and associates — by combining large language models with domain-specific knowledge retrieval. Founded in 2022 and based in New York City, Farsight operates at 51–200 employees. The business is sales-led but transitioning from founder-driven deals toward repeatable sales processes, with active GTM and playbook development underway.

HeadquartersNew York City, NY
Company Size51–200 employees
Founded2022
Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Farsight use?

AWS (EC2, ECS, Lambda, RDS, CloudFront), Kubernetes, Docker, React/TypeScript frontend, Python backend, PyTorch and TensorFlow for ML, Hugging Face models, and vector databases including Pinecone, Weaviate, FAISS, Chroma, and pgvector for retrieval-augmented generation.

What is Farsight working on?

Core focuses include CI/CD platform optimization, infrastructure-as-code implementation, monitoring and observability, customized workflow deployments for customers, and GTM motion for sales scaling. The product roadmap emphasizes net-new financial workflows and integrations.

How this profile is built

Farsight'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.