Companies where FDE jobs work with outside customers more than most

Guru

Growth · Enterprise knowledge management and AI software

Gyde

Early · About 1–50 people · Insurance Agencies and Brokerages

Habitat Health

Halluminate

Early · About 1–50 people · AI training infrastructure and reinforcement-learning environments for knowledge work

Hammerspace

Hanover Park

Early · About 51–200 people · AI-enabled fund administration and financial technology for private markets

Harell Data

Hatch

Subsidiary · About 201–1,000 people · AI customer communication and lead management for service businesses

Hatz AI

Early · About 1–50 people · AI-as-a-service platform / MSP software

HealthEdge

Subsidiary · About 5,000+ people · Healthcare payer technology and tech-enabled operational services

Healthie

Growth · About 51–200 people · Healthcare software and digital health infrastructure

HealthLeap

Later private · About 1–50 people · Clinical decision support AI

Helios

Early · About 1–50 people · AI / Government affairs and policy intelligence

Hexaware Technologies Limited

Public · About 5,000+ people · IT services and business process services

HiddenLayer

Early · About 51–200 people · AI security

Higharc

Growth · About 51–200 people · Homebuilding software

Hitachi Energy

Subsidiary · About 5,000+ people · Energy infrastructure and grid technology

Hive

Later private · About 201–1,000 people · AI content moderation and media intelligence APIs

HUD

Hyde

About 1–50 people · Enterprise AI software and services

Hyperbolic Labs

Early · About 1–50 people · AI infrastructure / GPU cloud / inference platform

hyperexponential (hx)

Growth · About 201–1,000 people · Agentic AI platform for commercial P&C insurance underwriting and pricing

Idea Entity

Inferact

Infinitus

Growth · About 201–1,000 people · Healthcare AI and communications software

Infinity Constellation

Innovaccer

Later private · About 1,001–5,000 people · Healthcare AI + data activation platform

Innovative Solutions

About 51–200 people · Cloud consulting and managed services, with a focus on data and AI solutions for growing businesses

Inriver

InstaLILY

Growth · About 51–200 people · Enterprise AI software and infrastructure for operationally intensive industries

Intenseye

Interface

Early · AI-enabled industrial operations software for energy and oil and gas

Intrinsic

Subsidiary · About 201–1,000 people · AI robotics / industrial automation software

Intuitive Research and Technology Corporation

Later private · About 201–1,000 people · Aerospace and defense engineering

ION Group

Later private · About 5,000+ people · Financial software & market data (FinTech)

IPM Integrated Project Management Company

Isidor

Subsidiary · About 1–50 people · Enterprise AI evaluation / post-training infrastructure

Jade Global

Johnson & Johnson

Public · About 5,000+ people · Healthcare / Pharmaceuticals & MedTech

Joyful Health

Early · Healthcare revenue cycle and financial operations technology

Judgment Labs

Early · AI agent monitoring, evaluation, and production infrastructure

Judi Health

Later private · About 1,001–5,000 people · Health benefits administration / pharmacy benefit management

Just Appraised

Kalepa

Early · About 51–200 people · Insurance AI / Commercial Underwriting

Kepler

Early · About 1–50 people · AI infrastructure and financial research software

Kinaxis Inc.

Public · About 1,001–5,000 people · Enterprise supply chain planning and orchestration software

Knightscope

Krew

Early · About 1–50 people · AI software for financial services, loan servicing, and collections

Kunai

Subsidiary · About 201–1,000 people · Financial services technology consulting and product engineering

Kyndryl (Professional)

Public · About 5,000+ people · IT services / Infrastructure consulting

Lassie

Early · About 1–50 people · Healthcare administration software and AI workflow automation for dental and medical practices

Latica

About 1–50 people · Healthcare data and analytics, focused on real-world clinical data

Laurel

Growth · About 51–200 people · AI time intelligence platform

Layer Health

Early · About 1–50 people · Healthcare AI / clinical chart review

Learning Commons

Later private · About 201–1,000 people · Nonprofit education technology and AI infrastructure

Legion Intelligence

Levelpath

Lightfield

Growth · About 1–50 people · AI sales software (CRM)

Loadsmart

Logical Intelligence

Artificial intelligence; formal reasoning and software verification

Lumin Digital

Later private · About 201–1,000 people · Financial technology; cloud-native digital banking software for banks and credit unions

Luminance

Growth · About 201–1,000 people · Enterprise contract intelligence software / legal technology

Lunos AI

Lupa

Early · About 1–50 people · Veterinary practice management software

Lyzr

Early · Enterprise AI / agent infrastructure

Machinify

Later private · About 1,001–5,000 people · Healthcare payment integrity software and services

Mactores Innovations

MaintainX

Later private · About 201–1,000 people · Industrial SaaS — CMMS / Enterprise Asset Management

Makai Labs

Manifest OS

Early · About 51–200 people · Legal technology and AI-enabled legal operations

Manifold AI

Growth · About 51–200 people · life-sciences-ai

Mariana Minerals

Early · About 201–1,000 people · Critical minerals mining and refining / industrial AI

Markon

About 1,001–5,000 people · Federal government professional services focused on cybersecurity, digital transformation, and national security missions.

Materialize

Later private · About 51–200 people · Streaming Database

Matic

About 1–50 people · Healthcare AI and clinical workflow software

Matter Labs

Growth · About 51–200 people · Zero-knowledge blockchain infrastructure and institutional digital-asset settlement

Maxinsights

Early · About 1–50 people · Physical AI data infrastructure and robotics

Maybern

Growth · About 51–200 people · Fintech / Private Capital Fund Ops

Medeloop

Early · About 1–50 people · AI-powered clinical research and real-world evidence analytics

Medra

Early · About 1–50 people · AI for life sciences / lab robotics

MegazoneCloud

Later private · About 1,001–5,000 people · Cloud managed services, digital transformation, AI and data solutions

Mesh Payments

Growth · About 201–1,000 people · Corporate Cards / Spend Management

Metal

Early · AI software for private capital and investment firms

MetaPhase Consulting

Method Financial

Growth · About 51–200 people · Fintech Infrastructure / Embedded Credit

Meticulous

Early · Developer tools and automated software testing

Metriport

MGT Insurance

Mia Labs, Inc.

Early · About 51–200 people · Automotive retail software; conversational AI

Middesk

Growth · About 51–200 people · Fintech Infra / Business Verification (KYB)

Midstream Health

Early · About 1–50 people · Healthcare financial operations software

Mimica

Growth · Enterprise AI software; process intelligence and agentic automation

Mintlify

Growth · About 51–200 people · Developer documentation platform

Miro

Later private · About 1,001–5,000 people · AI-powered visual collaboration software

Mitratech

Later private · About 1,001–5,000 people · Enterprise legal, governance-risk-compliance, and workforce-compliance software

Modus

Early · About 1–50 people · Agentic AI for audit / CPA firms

Moment

Growth · About 51–200 people · AI investment-management infrastructure

Monaco

Growth · About 51–200 people · AI-native sales platform

Monk

Monte Carlo

Later private · About 201–1,000 people · Enterprise software — data and AI observability