What IV.AI does

IV.AI is an enterprise AI platform company founded in 2016 and headquartered in Los Angeles, with a remote-first workforce distributed across the United States and Argentina. The company builds agentic AI and data pipelines that turn fragmented first-party, third-party, public, and behavioral data into decision intelligence for large enterprises, serving customers that include Netflix, Walmart, Samsung, Toyota, Uber, Capital One, Telefonica, Estee Lauder, and Warner Media. Its positioning is anchored on deterministic, traceable outputs and 98%+ reported accuracy, in contrast to LLM-wrapping approaches where hallucinations and unverifiable results undermine board-level trust.

The core platform is organized as three integrated products: Magnet, a data orchestration layer that finds, cleans, and structures signals across disparate sources; Toaster, an AI processing layer that combines fine-tuned LLMs with algorithmic models (predictions, recommendations, NLP, computer vision, and quant) to produce deterministic outputs; and Scissors, a no-code front-end that delivers plain-English queries with full source traceability and integrates with existing CRM, CDP, and business systems. The platform is packaged into four vertical solutions: Entertainment & Media, Market Intelligence, Point of Interest, and GEO/AEO, the last targeting AI recommendation share across ChatGPT, Perplexity, Gemini, and Google AI Overviews. AI capabilities span natural language processing, predictive analytics, anomaly detection, autonomous agents, and recommendation engines, with a decade of proprietary model development.

Commercially, IV.AI operates a sales-led enterprise GTM with no public pricing tiers, quote-based contracts, and a three-stage implementation process (Data Discovery, Refinement, Scale) that embeds the platform into customer workflows. Revenue derives from recurring enterprise platform subscriptions bundled with implementation and support services. The company maintains a minor HubSpot partnership for marketing operations and has earned industry recognition including UNESCO AI 100 (2020) and participation in the AI Open Standard signed by 25,000 data scientists (2023). The company's website references hundreds of enterprise engagements across 10 years, though revenue, funding, and ownership details are not publicly disclosed.

Name

IV.AI

Legal name

IV AI, Inc.

Website

https://iv.ai

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

101–250 employees

Short description

IV.AI is an enterprise AI platform that combines data orchestration, fine-tuned LLMs, and no-code analytics to deliver traceable decision intelligence for large enterprises in entertainment, retail, telecom, financial services, and adjacent verticals. Its three-product stack (Magnet, Toaster, Scissors) is sold through quote-based annual subscriptions.

Ownership category

akta.pro rank

Product category

Enterprise Decision Intelligence Platform

NAICS

Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL)

Keywords

• Enterprise AI platform
• Decision intelligence software
• Data orchestration platform
• AI data pipeline
• Machine learning platform

Headquarters

HQ city

Los Angeles

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Enterprise AI Platform Subscription: IV.AI generates revenue through enterprise platform subscriptions with implementation and support services. The company offers a three-stage implementation process (Data Discovery, Refinement, and Scale) suggesting a services-inclusive model. Pricing is quote-based with 'Contact Sales' as the primary conversion point.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels3 records

Core offering

IV.AI sells an enterprise agentic AI platform for decision intelligence, organized as three integrated products: Magnet finds, cleans, and structures data from disparate first- and third-party sources; Toaster builds deterministic, traceable AI models from that data using fine-tuned LLMs combined with algorithmic, NLP, computer vision, and quant models; and Scissors is a no-code front-end interface that delivers traceable insights via plain-English queries and integrates with existing AI, CRM, and CDP systems. The platform is packaged into vertical solutions for Entertainment & Media, Market Intelligence, Point of Interest, and GEO/AEO use cases.

Product overview

IV.AI is an AI platform for decision intelligence built around three core integrated products: Magnet (data orchestration layer), Toaster (AI processing layer), and Scissors (front-end interface). Magnet finds and structures data from all sources, Toaster builds accurate deterministic models from that data using LLMs and algorithmic models, and Scissors delivers traceable AI-powered insights to end users and integrates with existing enterprise systems. The platform is sold through four vertical solutions: Entertainment & Media, Market Intelligence, Point of Interest, and GEO/AEO, each leveraging the same underlying three-product stack.

Differentiator

Problem solved

Functional benefit

Brands

• Magnet: Data orchestration layer that finds, collects, cleans, and structures every relevant signal a business needs.
• Toaster
• Scissors

Products and services

• Magnet Data orchestration layer that finds, collects, cleans, and structures signals from first-party data, third-party feeds, public web signals, social, news, video, reviews, search behavior, and purchase patterns. Removes bias and rightsizes data so downstream AI models are trustworthy, sold to enterprise buyers.
• Toaster AI processing layer that combines LLMs with algorithmic models including predictions, recommendations, NLP, computer vision, and quant models to produce deterministic, traceable signals from structured datasets, sold to enterprise buyers.
• Scissors No-code front-end interface that delivers AI-enhanced insights via plain-English queries without SQL or code, with outputs traceable to verifiable sources, and integrates with existing AI models, CRM, CDP, and business systems. Sold to enterprise teams that need to put a 100-person data science team's capability into the hands of non-technical users.
• Entertainment & Media Solution Vertical solution that connects fragmented media signals including linear ratings, streaming viewership, box office, social sentiment, licensing intelligence, and consumer behavior into a single real-time intelligence layer for revenue optimization. Built for media companies, streaming platforms, studios, and entertainment conglomerates; customers include Netflix and Warner Media.
• Market Intelligence Solution Tracks competitor transactions, earnings, payments, and market shifts in real time with AI-powered monitoring and human tagging, providing dynamic visibility into competitor strategy. Use cases include competitor transaction tracking, earnings analysis, market shift monitoring, pricing optimization, and incentive model analysis.
• Point of Interest Solution Keeps location data fresh and accurate with AI-powered verification across multiple sources, dynamic benchmarking, and automated updates reflecting real-world changes. Built for companies requiring fresh, accurate, and rich point-of-interest data with hours, events, and imagery.
• GEO / AEO Solution Tracks AI recommendation share across ChatGPT, Perplexity, Gemini, and Google AI Overviews, connected to live commerce signals including price, promotion, availability, and competitive intelligence. Built for brands and merchants measuring AI recommendation share and the price-to-recommendation gap.

Quantifiable outcome

• 98%+ accuracy across real enterprise use cases
• +5 more outcomes

Named customers9 records

Segments4 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability12 records

Feature6 records

Scale indicators4 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• DataRobot: Enterprise AI/ML lifecycle platform combining automated model building, deployment, and monitoring. Comparable on Toaster-like model development plus the agentic front-end pattern and enterprise governance focus.
• Databricks: Unified data + AI platform combining data engineering, model training, and serving for the enterprise. Broadly overlaps with IV.AI's three-layer stack and competes for the same enterprise data-platform budget line.
• C3.ai: Enterprise AI applications platform with a model-to-deployment stack and vertical solution packaging for F500 customers. Closely comparable go-to-market: enterprise field sales, custom implementations, and recurring platform subscriptions.
• Dataiku: Enterprise AI/ML platform that spans data preparation, model training, and operational deployment for large organizations. Comparable platform positioning, enterprise sales motion, and emphasis on governed AI for non-technical users.
• Palantir Technologies: Enterprise AI and data platform sold through long, consultative deployments to large enterprises and government buyers. Directly comparable on the Magnet/Toaster/Scissors-equivalent stack (Foundry, AIP) and on the emphasis on traceable, decision-grade outputs.
• H2O.ai: Enterprise AI platform offering fine-tuned LLMs, NLP, and predictive models with an emphasis on accuracy and explainability. Highly comparable on the determinism, traceability, and 'all the models in one' positioning that IV.AI emphasizes.
• ThoughtSpot: AI-powered analytics platform that lets business users query data in natural language. Directly comparable to the Scissors layer and to IV.AI's no-SQL/no-code front-end positioning.
• Domino Data Lab: Enterprise MLOps platform that operationalizes models in production with governance. Comparable model serving and enterprise deployment posture, though narrower on the agentic front-end layer.

Emerging players

• Scale AI: AI data platform focused on data curation, evaluation, and deployment for enterprise AI. Overlaps with the Magnet data orchestration and Toaster model-evaluation capabilities, with a stronger orientation toward foundation-model customers.

Broad incumbents

• Google Cloud Vertex AI: Hyperscaler enterprise AI platform offering model training, deployment, and agentic workflows inside the Google Cloud ecosystem. Competes broadly for the same enterprise AI budget, with greater bundling and platform gravity than IV.AI can match.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/ivdotai

Revenue estimate

Valuation estimate

Number of profiles

Profiles9 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about IV.AI