Hosta a.i.
Hosta a.i. is a Cambridge, Massachusetts-based AI company that converts ordinary photographs into remote property assessments, including measurements, floor plans, material lists, and risk data, primarily for property insurers, contractors, and mortgage lenders.
- Company typePrivate
- Founded2020
- HeadquartersCambridge, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Hosta a.i. does
Hosta a.i. is a Cambridge, Massachusetts-based AI property-technology company spun out of MIT in 2020 that automates remote residential and commercial property assessments from photographs. Its core product, the Hosta A.I. Assessment Platform, applies patent-pending computer vision and machine learning (built on PyTorch, AWS, and NVIDIA infrastructure) to a small set of smartphone images to generate 1D, 2D, and 3D measurements, floor plans, CAD models, itemized bills of materials, condition and risk classifications, and PII-filtered annotated outputs. The company distributes these capabilities through configurable APIs, a secure cloud platform, and packaged product editions (Automation, Underwriting, Claims, and Custom Pricing), with integrations into CoreLogic's Claims Connect, Guidewire's ClaimCenter via the Insurtech Vanguards program, and Openly's insurance platform.
The business is enterprise B2B SaaS targeting insurers as the primary vertical, alongside contractor platforms, mortgage lenders, building maintenance teams, home improvement platforms, and hotel maintenance operators. Revenue is generated through annual subscriptions, usage-based API fees, and time-and-materials professional services for implementation and integration support. The company has raised $15 million in cumulative funding, led by Eclipse Ventures' $11.5 million Series A in November 2021 with participation from USAA, Cincinnati Insurance, Brick & Mortar, Spider Capital, Motivate, and Massive. Headcount is small (11-50), and revenue is not publicly disclosed.
Strategically, Hosta is positioning as the embedded AI assessment layer for the property/casualty insurance stack, displacing the roughly $350-per-claim cost of onsite adjusting. Leadership transitioned in 2023 with Ingrid Flores becoming CEO alongside Founder Rachelle Villalon as Executive Chairman and CSO, and Bruce Alder as COO, signaling a shift from founder-led research to commercial scaling across multiple verticals and platform channels.
Hosta a.i. firmographics
Firmographics- Name
- Hosta a.i.
- Legal name
- HL Acquisition, Inc.
- Website
- https://hosta.ai
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Hosta a.i. is a Cambridge, Massachusetts-based AI company that converts ordinary photographs into remote property assessments, including measurements, floor plans, material lists, and risk data, primarily for property insurers, contractors, and mortgage lenders.
- Ownership category
- akta.pro rank
Hosta a.i. industry classification
Industry- Product category
- AI Property Assessment Software
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)
- SIC
- Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Automated Valuation Models (AVM) & Property Data/Analytics (FSALALAJ)
Keywords
Where Hosta a.i. is headquartered
LocationHeadquarters
- HQ city
- Cambridge
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Hosta a.i. business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Subscription Software (Product): Subscription-based access to Hosta's AI-powered property assessment platform. Orders specify authorized scope including number of Authorized Users, queries/calls, storage, and subscription term. Fees paid in USD within 30 days of invoice.
- API Usage: Usage-based API calls for automated property assessments. Usage scope defined per Order with rate limitations.
- Professional Services: Implementation, optimization, change management, business practice optimization, education and training services. Provided on time and materials basis with travel expense reimbursement.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Automation Edition - For contractors, home improvement platforms and furniture retailers |
| Subscription | Annual | Underwriting Edition - For property insurers, contractors and maintenance teams |
| Subscription | Annual | Claims Edition - For property insurers, appraisers and inspectors |
| Hybrid | Multi-year contract | Custom Pricing - For Innovation Partners requiring objective data |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels6 records
Hosta a.i. product offering
Product offeringCore offering
Hosta a.i. provides an AI-powered property assessment platform that uses computer vision and machine learning to generate measurements, floor plans, 3D models, and bills of materials from a small set of interior photographs taken with any digital camera. The offering is delivered as subscription software, configurable APIs, and embedded integrations for insurance, contractor, mortgage, building maintenance, and home improvement customers. Its core differentiator is patent-pending AI spatial and material analytics that performs remote property assessments without special equipment or onsite visits.
Product overview
Hosta a.i. offers a unified AI-powered property assessment platform with multiple integrated solutions. The core Hosta A.I. Assessment Platform uses patent-pending spatial and material analysis to automate remote property assessments from photos. The platform includes Configurable APIs for embedding assessment capabilities into existing systems, a Secure Cloud Platform built on AWS with PII protections, and tiered Pricing Editions (Automation, Underwriting, Claims, Custom) for different use cases. Industry-specific solutions include Property Inspection, Property Damage Assessments, Property Risk Assessment, Spatial Analysis Software, Room Measuring, Floor Plan creation, Building Maintenance, Hotel Maintenance, and Insurance Technology solutions. Professional services include Developer Support and Development Services for API integration.
Differentiator
Problem solved
Functional benefit
Products and services
- Hosta A.I. Assessment Platform AI-powered property assessment platform using patent-pending spatial and material analytics to generate measurements, floor plans, 3D models, bills of materials, and risk indicators from a small set of photographs. Designed for insurers, contractors, mortgage lenders, building maintenance teams, home improvement platforms, and hotel operators needing remote property assessments without onsite visits or specialized equipment.
- Secure Cloud Platform Cloud infrastructure built on AWS with proprietary PII filters that automatically blur people or identifiable content within images before storage. Scales to analyze millions of images per hour and provides business continuity and fail-over systems for enterprise customers.
- Configurable APIs API product that lets IT teams and developers embed Hosta's automated property assessment capabilities into existing applications and workflows. Supports configurable output formats including floor plans, measurements, CAD models, and material take-offs, with documentation and developer support via the Developer Center.
- Developer Support Services Professional services including on-call developer support engineers to guide customer IT teams and development services that augment customer IT teams for API integration, implementation, optimization, change management, education, and training.
Quantifiable outcome
- Faster turnaround times for property assessments
- +3 more outcomes
Companies that use Hosta a.i.
Customer profileNamed customers1 record
Segments6 records
Ideal customer profiles4 records
Hosta a.i. technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability5 records
Feature5 records
Hosta a.i. partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered core.
- CoreLogiccoreJoined CoreLogic's Digital Hub Alliance and launched integration with CoreLogic's Claims Connect platform. Hosta's automated property assessment technology complements CoreLogic's cost estimation products for end-to-end remote property assessment and estimation process.
- GuidewirecoreNamed to Guidewire's Insurtech Vanguards program. Hosta's virtual desk adjustment at First Notice of Loss complements Guidewire ClaimCenter, enabling carriers to complete claims more efficiently.
- OpenlycoreOpenly added Hosta A.I.'s automated property assessments technology to their modern insurance platform to help accelerate the claims process. Customers can complete inspection process at their own convenience using a smartphone.
- AWS (Amazon Web Services)coreBuilt on the leading cloud computing platform. AWS provides the cloud infrastructure for Hosta's AI-powered property assessment platform with robust security and scalability.
- NvidiacoreLeveraging the world's most advanced processing power for AI model training and inference.
- PyTorchcoreUsing PyTorch machine learning library for computer vision and natural language processing applications.
Scale indicators6 records
Recent moves6 records
Expansion highlights6 records
Hosta a.i. competitors and assessment
Company assessmentEmerging players
- CompanyCam: CompanyCam provides photo documentation software for contractors. Overlaps in photo-based property assessment for contractors and insurance restoration workflows, but lacks Hosta's AI spatial analysis.
- Cape Analytics: Cape Analytics uses AI/aerial imagery for property intelligence and risk assessment for insurers. Overlaps in property analytics for insurance underwriting, but uses aerial rather than interior imagery.
- HouseCanary: HouseCanary provides AI-driven residential property valuations and analytics. Adjacent in automated property valuation and data analytics, though focused on real estate/Mortgage rather than interior assessment.
Direct peers
- Hover: Hover converts smartphone photos into 3D property models and measurements. Direct competitor in AI-driven property measurement and modeling from photos, primarily serving insurance, construction, and home improvement.
- Matterport: Matterport provides 3D spatial capture for properties using specialized cameras. Hosta differentiates through sensorless capture, but both serve the same fundamental use case of digital property documentation for insurance, real estate, and construction.
- Tractable: Tractable applies AI computer vision to insurance claims and property damage assessment. Competes with Hosta in the AI-powered property damage estimation space for insurers.
- Encircle: Encircle provides mobile documentation software for property claims and restoration contractors. Overlaps with Hosta in capturing and documenting property damage for insurance workflows.
Broad incumbents
- CoreLogic: CoreLogic is the dominant property data and analytics platform in insurance and mortgage. Hosta is integrated into CoreLogic Claims Connect but also competes for the underlying AI assessment workload.
- Guidewire: Guidewire is the leading insurance core systems platform. Hosta is a partner in the Insurtech Vanguards program, but Guidewire could build or acquire competing AI assessment capabilities as the space matures.
- Zillow (Zillow Offers / Zestimate): Zillow pioneered automated valuation models (AVMs) at consumer scale. Represents the broad incumbent playbook for AI-driven property valuation that Hosta extends into interior spatial assessment.
Market position
Strengths5 records
Weaknesses4 records
Competitive moat3 records
Key risks6 records
Key highlights7 records
Customer concentration
Hosta a.i. social profiles
Digital presenceHosta a.i. financial estimates
Financial estimateRevenue estimate
Valuation estimate
Hosta a.i. leadership team
Management profileNumber of profiles
Profiles7 records
Hosta a.i. funding detail
Funding detailFunding overview
Funding rounds3 records
Investors9 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Hosta a.i. 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 Hosta a.i.
What does Hosta a.i. do?
Hosta a.i. provides an AI-powered property assessment platform that uses computer vision and machine learning to generate measurements, floor plans, 3D models, and bills of materials from a small set of interior photographs taken with any digital camera. The offering is delivered as subscription software, configurable APIs, and embedded integrations for insurance, contractor, mortgage, building maintenance, and home improvement customers. Its core differentiator is patent-pending AI spatial and material analytics that performs remote property assessments without special equipment or onsite visits.
Is Hosta a.i. a public or private company?
Hosta a.i. is a private company. It is classified as venture growth investor backed and is currently operating.
When was Hosta a.i. founded?
Hosta a.i. was founded in 2020. It employs 11 to 50 people.
Where is Hosta a.i. based?
Hosta a.i. is headquartered in Cambridge, United States, in the North America region.
How does Hosta a.i. make money?
Three revenue lines are on record. Subscription Software (Product) is the primary driver. The others are API Usage and professional Services.
Who are Hosta a.i.'s main competitors?
Emerging players on record are CompanyCam, Cape Analytics and HouseCanary. Direct peers are Hover, Matterport, Tractable and Encircle. Broad incumbents are CoreLogic, Guidewire and Zillow (Zillow Offers / Zestimate).
Does Hosta a.i. have an API?
Yes. Hosta's configurable APIs allow IT teams and developers to embed automated property assessment capabilities directly into existing workflows and systems. The APIs enable automated room image analysis and generation of outputs including floor plans, CAD models, measurements, material takeoffs, risk assessments, and 3D models. Clients upload photos via API or web portal and receive outputs including PDF, Excel, or API data formats. The solution supports integration with estimation platforms and claims management systems. Developer documentation is at hosta-api.readme.io/password?redirect=/recipes.
What industry is Hosta a.i. in?
Hosta a.i.'s product category is AI Property Assessment Software. Its primary akta.pro industry code is FSALALAJ, Automated Valuation Models (AVM) & Property Data/Analytics. Its NAICS code is 5182 and its SIC code is 7373.