What Predii does

Predii is a private automotive AI company founded in 2013 and headquartered in Palo Alto, California, with an engineering and operations subsidiary in Pune, India (Predii India Pvt Ltd). The company builds a domain-specific AI platform that transforms unstructured automotive service data — repair orders, technician notes, diagnostic trouble codes, parts catalogs, warranty claims, and telematics — into structured, actionable intelligence for software providers, OEMs, Tier-1 suppliers, distributors, fleet operators, and data aggregators serving the automotive aftermarket. The company's flagship product, Predii 360, is an AI co-pilot launched in October 2023 that combines specialized AI pipelines, a fine-tuned automotive large language model (Predii LLM), and the Predii Intelligent Intent Response Network (IIRN) to serve service advisors, technicians, and parts counter personnel.

The underlying technology stack consists of several proprietary modules: specialized AI pipelines that automate data cleansing, tagging, and normalization aligned to ACES/PIES industry standards; a fine-tuned embedding and retriever model trained on automotive language (95%+ search accuracy); an intent discovery engine that classifies automotive queries with 95%+ accuracy; a PT-NPT terminology mapping system translating technician slang into standardized taxonomy (98%+ accuracy); and a subject matter expert (SME) human-in-the-loop quality control framework that achieves 99.9% accuracy on validated outputs. The company has two granted US patents (US 11,741,384 B2, August 2023, for intent discovery; US 12,217,135 B1, February 2025, for automotive repair service domain models) and operates an API-first, containerized (Docker/Kubernetes) deployment model supporting cloud, private cloud, and on-premise installations.

Predii generates revenue primarily through AI platform licensing and API subscriptions sold to enterprise customers, supplemented by professional services revenue from structured multi-phase enterprise deployments (Use Case → Launchpad → Go/No-Go → Production Setup → Go-Live, spanning 1-3 months). The go-to-market is direct enterprise field sales targeting automotive software providers, OEMs, Tier-1 suppliers, shop management platforms, distributors, and data aggregators, complemented by event-driven demand generation at NADA and AAPEX, content marketing, podcast appearances by CEO Tilak Kasturi, and a self-hosted Predii AI Summit. Customer engagements are quote-based with no publicly disclosed pricing. The company does not disclose its own revenue; the widely cited $500M figure refers to software and data revenue generated by customers using Predii's platform, not Predii's own top line.

Name

Predii

Legal name

Predii Inc.

Website

https://predii.com

Company type

Private

Founded year

2013

Operating status

Operating

Headcount range

11–50 employees

Short description

Predii is a privately held automotive AI company, founded in 2013, that builds a domain-specific AI platform transforming unstructured automotive service data into structured intelligence for OEMs, Tier-1 suppliers, parts distributors, shop management software providers, and data aggregators in the aftermarket.

Ownership category

akta.pro rank

Product category

Automotive AI Software Platform

NAICS

Computer Systems Design Services (541512), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industry

Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)

Keywords

• Automotive AI platform
• Aftermarket service intelligence
• Parts search AI
• Repair order intelligence
• OEM AI solutions

Headquarters

HQ city

Palo Alto

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. AI Platform Licensing & API Subscriptions: Revenue is generated through licensing of the Predii AI platform via API access and cloud-hosted subscriptions. The platform is offered as a managed service or deployed within customer environments, with subscription-based pricing implied. The company powers software and data solutions for customers generating $500M in software & data revenue, suggesting a B2B platform licensing model.
2. Enterprise Platform Integration & Deployment: Professional implementation services accompany platform deployment, with a structured 5-phase implementation process (Use Case, Launchpad, Go/No-Go, Production Setup, Go-Live). Implementation timelines range from 1-2 offline calls to 1-3 months for production setup, suggesting professional services as a revenue component.

Go-to-market motion3 records

Distribution channels3 records

Marketing channels9 records

Core offering

Predii builds an automotive-specific AI platform that transforms unstructured automotive data — including repair orders, technician notes, diagnostic trouble codes, parts catalogs, warranty claims, and telematics — into structured, actionable intelligence. The flagship offering, Predii 360, is an AI co-pilot for service advisors, technicians, and parts counter personnel, supported by sub-brands Predii Smart Servicing, Intelligent RO, Predii Repair Intelligence, Predii Parts Intelligence, and Predii Service Intelligence. The platform is delivered via API to enterprise customers such as OEMs, Tier-1 suppliers, shop management systems, parts distributors, warranty providers, and data aggregators.

Product overview

Predii is an automotive AI platform company offering a unified platform architecture centered on Predii 360, which serves as the core AI co-pilot for automotive service and repair workflows. The platform is powered by specialized AI pipelines that process unstructured automotive data into actionable intelligence. Supporting modules include Predii Smart Servicing for service operation insights, Intelligent RO for repair order intelligence, and branded solutions Predii Repair Intelligence, Predii Parts Intelligence, and Predii Service Intelligence. The platform leverages specialized capabilities including fine-tuned embedding models, intent discovery, SME quality control, and terminology mapping to deliver solutions across shop management, dealer systems, CRM, fleet management, data aggregation, OEM/Tier-1 suppliers, distributors, and diagnostic tool providers.

Differentiator

Problem solved

Functional benefit

Brands

• Predii 360™: AI co-pilot platform for automotive service and repair businesses, using generative AI to produce reliable, actionable intelligence for service advisors, technicians, and parts counter personnel.
• Predii Repair Intelligence®
• Predii Parts Intelligence™
• Predii Smart Servicing®
• Predii Sense®
• Predii Predictive Service Intelligence®
• Predii Safety Analytics®
• Intelligent RO™

Products and services

• Predii 360 AI co-pilot platform for automotive service and repair businesses that uses generative AI to produce reliable, actionable intelligence for service advisors, technicians, and parts counter personnel. Combines the Predii AI Pipeline, Predii Intelligent Intent Response Network (IIRN), and Predii LLM, and is offered via API for embedding into automotive software systems.
• Predii Smart Servicing Service intelligence solution offering insights into top symptoms, failures, DTCs, repairs, parts, customer concerns, pricing, and geographic patterns. Transforms repair orders, service tickets, warranty claims, and telematics data into actionable intelligence.
• Intelligent RO AI-powered repair order intelligence that extracts complaint, cause, and correction information from repair orders, service tickets, warranty claims, and telematics data using data-discovery algorithms.
• Predii Repair Intelligence AI-powered solutions that transform the repair and maintenance of mission-critical equipment, enabling automotive parts and service businesses and OEMs to provide data-driven, AI-powered intelligent products.
• Predii Parts Intelligence AI platform that transforms historical servicing data into operational insights around parts, guiding inventory, dispatching, pricing, and usage with integration into dispatching and parts pricing operations.
• Predii Service Intelligence AI-powered service intelligence solutions for the automotive aftermarket, enabling predictive and prescriptive insights from unstructured textual, sensor, and procedural data.
• Predii 360 Part Search AI-powered part search capability within Predii 360 that retrieves correct automotive parts from queries including typos and non-standard technician terminology, achieving 96% precision through intent discovery and RAG/OAG architecture.

Quantifiable outcome

• 96% precision in retrieving the correct part from automotive queries including typos and non-standard terminology
• +6 more outcomes

Named customers8 records

Segments7 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability10 records

Feature9 records

Partnerships

Five partnerships are on record, tiered core and minor.

• PartsTechcoreStrategic or Co-development PartnerPartsTech (Erik St. Pierre, Co-Founder & COO) has partnered with Predii around Predii 360's generative AI for parts lookup. PartsTech views Predii's solution as revolutionary for the aftermarket parts lookup process and is excited about the collaboration addressing specific aftermarket use cases while protecting data integrity and IP.
• American Tire Distributors (ATD)coreStrategic or Co-development PartnerATD (Tim Eisenmann, Chief Digital & Product Officer) has partnered with Predii, seeing huge potential in collaborating to help ATD's customers realize the value of their data through actionable insights. Tim Eisenmann also serves as an advisor and Head of Strategy & Corporate Development at Predii.
• Cognizant (Babak Hodjat)minorStrategic or Co-development PartnerBabak Hodjat, CTO AI at Cognizant, serves as a Predii advisor and has publicly endorsed Predii's automotive AI capabilities, calling the company a 'well-known name in the automotive repair and service ecosystem' that combines thought leadership in AI with profound understanding of industry needs.
• Cooley LLPminorStrategic or Co-development PartnerCooley LLP co-hosted Predii's thought leadership event 'Generative AI Powering Automotive Service Innovation' in Palo Alto, CA, bringing together ~40 industry leaders from AI and automotive service ecosystem to discuss the impact and opportunities of generative AI.
• Xtime (Adam Galper)minorStrategic or Co-development PartnerAdam Galper, Co-Founder/CTO of Xtime, served as a panel speaker at Predii's thought leadership event and is a Predii advisor, contributing automotive software and dealership management system expertise to the Predii ecosystem.

Scale indicators5 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Tekion: Cloud-native dealer management and automotive retail SaaS platform. Comparable because it targets the same enterprise OEM/dealer buyer with technology-led service workflow tools where Predii's AI co-pilot capabilities are increasingly embedded.
• PartsTech: Parts lookup and ecommerce platform for the automotive aftermarket. Comparable because PartsTech is both a Predii integration partner and a competing parts intelligence provider targeting the same distributor and shop counter users.
• Vehlo (Shop-Ware): Shop management and automotive software platform serving dealerships and repair shops with workflow, CRM, and AI-enabled tools — directly comparable to Predii's shop management and dealer system customer segment where Predii's AI is embedded.

Broad incumbents

• CDK Global: Dominant dealer management systems vendor serving thousands of dealerships globally. Comparable as a broad incumbent with the customer footprint, data, and R&D resources to build or acquire competing automotive AI capabilities for service operations.
• Palantir Technologies: Enterprise data and AI platform (Foundry, AIP) serving large industrial customers including automotive OEMs. Comparable as a broad incumbent in enterprise AI platforms that competes for the same OEM and Tier-1 AI budgets and offers overlapping ontology- and retrieval-based analytics.
• C3.ai: Enterprise AI application platform serving multiple verticals with pre-built AI applications. Comparable as a broad enterprise AI platform incumbent whose vertical AI applications and model serving infrastructure overlap with Predii's enterprise deployment and AI application enablement.
• Cox Automotive: Diversified automotive technology and services conglomerate (Dealertrack, Kelley Blue Book, Autotrader, Manheim). Comparable because it owns massive dealer, inventory, and service data assets and could embed AI capabilities that overlap with Predii's warranty, service, and parts intelligence.
• Solera Holdings: Automotive data, claims, and lifecycle management platform including Identifix, Audatex, and Holman. Comparable as a broad incumbent with deep vehicle repair, estimating, and diagnostic data that overlaps with Predii's warranty, diagnostic, and parts data domains.

Emerging players

• Shopmonkey: Cloud shop management SaaS for independent auto repair shops. Comparable as a younger shop management platform that increasingly needs AI-powered quoting, estimating, and parts lookup — the exact capabilities Predii provides as an embeddable AI layer.
• Torqata: Automotive aftermarket data and analytics platform led by Predii advisor Tim Eisenmann (also Head of Strategy at Predii). Comparable because Torqata aggregates dealer, distributor, and shop data for benchmarking — adjacent to Predii's data aggregator and shop profiling use cases.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/predii
• Xx.com/prediidata
• Facebookfacebook.com/prediidata

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 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 Predii