Predictive ML in Enterprise Finance
58 companies using predictive ml technology in the enterprise finance sector. Traditional ML algorithms for classification, regression, and scoring models
Directory
Companies by Funding
Ramp
AI-powered corporate cards and spend management
Rippling
AI HR and payroll platform
Monzo
AI fraud detection and budgeting
Brex
AI corporate card and financial stack for startups
Motive (Formerly KeepTruckin)
AI fleet finance and management
Pennylane
AI accounting for French market
Betterment
Pioneer robo-advisor with AI portfolio management
Zest AI
AI-automated underwriting for credit unions and banks
Taxfix
AI-powered tax filing app
Wealthfront
Automated investment platform with tax optimization
Personal Capital (Empower)
AI-powered wealth management with human advisors (acquired by Empower)
MoneyLion (Gen Digital)
AI-powered financial membership
Pilot
AI-assisted bookkeeping for startups
Kyriba
AI-powered treasury management
Upstart
AI lending platform using alternative data for credit decisions
Campfire
AI-powered ERP replacement
Tabs
AI-powered accounts receivable automation
TIS (Treasury Intelligence)
AI corporate payments and treasury
Rocket Money (Rocket Companies)
AI finds and cancels unused subscriptions
Blue Dot
AI-driven tax compliance platform
Trovata
AI cash management platform
April Tax Solutions
AI-powered embedded tax engine for fintech platforms
Pagaya
AI-driven financial network connecting banks to lending
Origin Financial
AI financial advisor with CFP access
Mosaic Tech
AI for FP&A and scenario modeling
Home365
AI-powered predictive property management
Puzzle
Generative accounting platform for startups
Digit (Oportun)
AI-powered automatic savings app
Cube
AI-powered FP&A and budgeting platform
Black Ore
AI tax prep platform for CPAs with 90% time savings
Nomentia
AI-powered cash flow forecasting
Embat
AI corporate treasury platform
Serrala
AI-powered financial operations
Zeni
Full-service AI bookkeeping platform
GTreasury
AI-enhanced treasury management system
Tesorio
AI accounts receivable platform
Jirav
AI-driven financial planning platform
Hazeltree
AI treasury for hedge funds
Borderless/Alberni
AI agent for global employment automation
Heard Technologies
AI bookkeeping and tax prep for therapists
January
AI-driven humane debt collection platform
Versapay
AI-powered AR collaboration platform
Nilus
AI-powered treasury platform
Filed
AI automates tax prep within existing software
Fyle (Sage)
AI-powered expense management and GST compliance
YayPay (Quadient)
AI-powered accounts receivable
LiveVox (NICE)
AI contact center for collections
Cashforce
AI cash flow forecasting and working capital
FlyFin
AI finds deductions for freelancers and 1099 workers
Gaviti
AI collection automation for B2B
Prophix
AI-powered corporate performance management
Instead
AI-powered tax platform for accountants, automating tax preparation
Inkle
Tax and compliance automation for US startups
Related
Other AI Technologies in Enterprise Finance
Related
Predictive ML in Other Segments
Frequently Asked Questions
How is Predictive ML used in enterprise finance?
Traditional ML algorithms for classification, regression, and scoring models In the enterprise finance sector, Predictive ML is applied by 58 companies tracked by AIFI Map, with $13.0B in combined funding. Leading companies include Ramp (AI-powered corporate cards and spend management); Rippling (AI HR and payroll platform); Monzo (AI fraud detection and budgeting).
Which enterprise finance companies use Predictive ML?
The AIFI directory tracks 58 enterprise finance companies using Predictive ML, with a combined $13.0B in funding. Ramp, Rippling, Monzo, Brex, Motive (Formerly KeepTruckin), and 48 more. (Source: AIFI Map directory.)
What is the most funded Predictive ML enterprise finance company?
Ramp is the most funded company using Predictive ML in enterprise finance, with $2.3B raised. AI-powered corporate cards and spend management Followed by Rippling ($1.9B).
How does Predictive ML compare to other AI technologies in enterprise finance?
In the Enterprise Finance segment, Predictive ML ranks #1 out of 5 AI technologies by adoption, with 58 companies and $13.0B in combined funding. The most widely adopted technologies in enterprise finance are Predictive ML (58 companies, $13.0B funded); LLM / NLP (17 companies, $87.0B funded); Computer Vision (11 companies, $59.9B funded). While Predictive ML focuses on traditional ml algorithms for classification, regression, and scoring models, alternative approaches include LLM / NLP, which large language models for nlp, chat, document understanding, and text generation, and Computer Vision, which image and video processing, ocr, and document extraction.