CARFIT
CARFIT applies data science to vehicle vibration signals to predict automotive maintenance needs for OEMs, dealers, fleets, and aftermarket service providers. Founded 2016 in Palo Alto; backed by automotive strategic and venture investors.
- Company typePrivate
- Founded2016
- HeadquartersPalo Alto, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
CARFIT firmographics
Firmographics- Name
- CARFIT
- Website
- https://car.fit
- Company type
- Private
- Founded year
- 2016
- Headcount range
- 11–50 employees
- Short description
- CARFIT applies data science to vehicle vibration signals to predict automotive maintenance needs for OEMs, dealers, fleets, and aftermarket service providers. Founded 2016 in Palo Alto; backed by automotive strategic and venture investors.
- Ownership category
- akta.pro rank
CARFIT industry classification
Industry- Product category
- Automotive Predictive Maintenance
- NAICS
- Automotive Repair and Maintenance (8111)
- SIC
- Services-Automotive Repair, Services & Parking (7500)
- akta.pro primary industry
- Vehicle Diagnostics & Fault Code Scanning Services (TLAKANAA)
- akta.pro secondary industry
- Electrical, Diagnostics & ADAS Calibration (TLAKAAAF)
Keywords
Where CARFIT is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Markets served
CARFIT business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
CARFIT product offering
Product offeringCore offering
CARFIT provides a predictive maintenance technology platform that captures vehicle vibration data and applies data science to anticipate automotive maintenance needs and component failures before they occur. The offering is aimed at automotive industry buyers seeking proactive vehicle health insights rather than reactive servicing.
Differentiator
Problem solved
Functional benefit
Products and services
- Vibration-based Predictive Maintenance Platform
Companies that use CARFIT
Customer profileIdeal customer profiles1 record
CARFIT technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
CARFIT competitors and assessment
Company assessmentBroad incumbents
- Bosch: Global Tier-1 automotive supplier offering diagnostic tools, connected-vehicle services, and aftermarket workshop solutions. Comparable because Bosch can integrate vibration/sensor analytics into OEM and service-shop offerings at scale that CARFIT cannot match.
- Verizon Connect: Large incumbent fleet-management platform offering GPS, diagnostics, and maintenance scheduling. Comparable to CARFIT in target customer and use case, but bundled within Verizon's broader connectivity portfolio rather than focused on vibration-based analytics.
- Webfleet (Bridgestone): Bridgestone-owned fleet telematics and vehicle-management platform with diagnostic and maintenance features. Comparable customer base (commercial fleets) and overlapping predictive-maintenance roadmap.
- Continental: Automotive Tier-1 with a substantial aftermarket and diagnostics portfolio (e.g., VDO, Continental Connected Car). Relevant peer because the same OEM and fleet customers CARFIT targets already procure diagnostic and predictive features from Continental.
Direct peers
- Geotab: Leading fleet telematics platform offering GPS tracking, vehicle diagnostics, and increasingly predictive-maintenance insights. Directly comparable to CARFIT as both sell data-driven vehicle-health products to commercial fleet and OEM-adjacent customers.
- Azuga (Bridgestone-owned): GPS fleet tracking and vehicle telematics provider with maintenance and driver-behavior analytics. Comparable to CARFIT in serving small/mid-market fleets with diagnostic insight products.
- Motive: Fleet operations platform (formerly KeepTruckin) combining telematics hardware with software for vehicle tracking, compliance, and maintenance. Directly comparable in target segment (commercial fleets) and integrated hardware-plus-AI approach.
- Samsara: IoT and telematics provider for fleets and industrial operations, with built-in predictive maintenance and asset-health features. Highly comparable business model (hardware + software subscription) targeting similar fleet/enterprise buyers.
Emerging players
- Uptake: Industrial AI and predictive-maintenance platform applying data science to asset health. Comparable to CARFIT in the AI/data-science approach to anticipating failures, though focused on industrial assets rather than light-duty vehicles.
- Augury: Vibration-and-AI-based predictive-maintenance platform for industrial equipment. Comparable to CARFIT because Augury uses the same vibration-sensing + data-science thesis to predict failures, demonstrating the commercial viability of the underlying modality.
Market position
Customer concentration
CARFIT social profiles
Digital presenceCARFIT financial estimates
Financial estimateRevenue estimate
Valuation estimate
CARFIT leadership team
Management profileNumber of profiles
Profiles3 records
CARFIT funding detail
Funding detailFunding overview
Funding rounds6 records
Investors10 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
CARFIT M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about CARFIT
What does CARFIT do?
CARFIT provides a predictive maintenance technology platform that captures vehicle vibration data and applies data science to anticipate automotive maintenance needs and component failures before they occur. The offering is aimed at automotive industry buyers seeking proactive vehicle health insights rather than reactive servicing.
When was CARFIT founded?
CARFIT was founded in 2016. It employs 11 to 50 people.
Where is CARFIT based?
CARFIT is headquartered in Palo Alto, United States, in the North America region.
Who are CARFIT's main competitors?
Broad incumbents on record are Bosch, Verizon Connect, Webfleet (Bridgestone) and Continental. Direct peers are Geotab, Azuga (Bridgestone-owned), Motive and Samsara. Emerging players are Uptake and Augury.
Does CARFIT have an API?
No public API is recorded for CARFIT.
What industry is CARFIT in?
CARFIT's product category is Automotive Predictive Maintenance. Its primary akta.pro industry code is TLAKANAA, Vehicle Diagnostics & Fault Code Scanning Services, with a secondary code of TLAKAAAF, Electrical, Diagnostics & ADAS Calibration. Its NAICS code is 8111 and its SIC code is 7500.