FIREHORSE AI LTD
Firehorse AI LTD builds vertical AI agents that automate ACORD insurance certificate validation and MBA property inspections for commercial real estate loan servicers, using proprietary extraction and compliance rule engines deployed via a bring-your-own-cloud architecture.
- Company typePrivate
- Founded2026
- HeadquartersElkins Park, United States
- Headcount—
- GTM typeB2B
- OfferingSoftware
What FIREHORSE AI LTD does
Firehorse AI LTD (operating as Firehorse Group LLC) is a private vertical AI software company that builds autonomous agents to automate insurance compliance and property inspection workflows for commercial real estate (CRE) loan servicers. The company's flagship product, the Insurance Agent, validates ACORD 25 and ACORD 28 insurance certificates end-to-end—classifying incoming documents, extracting structured and unstructured data at claimed 99% and 95%+ accuracy respectively, applying Freddie Mac and Fannie Mae compliance rules, and returning binary auditable yes/no determinations in 5–20 minutes per document versus approximately 90 minutes for manual review. A second product, the Inspections Agent, digitizes the MBA Standard Inspection workflow via a mobile app for field inspectors (photo capture, voice notes) and a web app for report generation, feeding a shared structured data model.
The technical stack is anchored by three proprietary components: Data Lathe (a patent-pending document extraction engine that abstracts all data points, not only immediate requirements), Punch Card Database (an object-oriented storage system designed for many-to-many relationships across Loans, Properties, ACORDs, and Policies), and Alethiometer (a compliance rule engine that applies hundreds of business rules and returns defensible binary determinations). The platform is deployed via a Bring Your Own Cloud (On Cloud) architecture: Firehorse software runs as Docker containers inside the customer's AWS environment with AI inference executed through AWS Bedrock, eliminating centralized data custody and requiring only two integration points (document intake and data output).
Firehorse operates an enterprise field-sales go-to-market targeting CRE loan servicers, asset managers, and compliance officers, with demo requests and free sandbox environments as the primary demand-generation mechanism. Pricing is structured as flat enterprise-wide subscriptions sold via multi-year contracts and Statements of Work, with no consumption tiers or per-document overages. The company is headquartered in Elkins Park, Pennsylvania, and is led by a five-person executive team (CEO Hyonmyong Cho, CFO Jenny Przygrodzka, CRO Gerry Rohm, CPO Jon Falker, CTO Abdul Rehman) with a board that includes representation from Baleon Capital (VC) and PCO Capital (hedge fund). No funding rounds, revenue figures, or named customer logos are publicly disclosed in the available source material.
FIREHORSE AI LTD firmographics
Firmographics- Name
- FIREHORSE AI LTD
- Legal name
- Firehorse Group LLC
- Website
- https://firehorseagent.com
- Company type
- Private
- Founded year
- 2026
- Operating status
- Operating
- Short description
- Firehorse AI LTD builds vertical AI agents that automate ACORD insurance certificate validation and MBA property inspections for commercial real estate loan servicers, using proprietary extraction and compliance rule engines deployed via a bring-your-own-cloud architecture.
- Ownership category
- akta.pro rank
FIREHORSE AI LTD industry classification
Industry- Product category
- Vertical AI software for CRE insurance and inspection compliance
- NAICS
- Agencies, Brokerages, and Other Insurance Related Activities (5242)
- SIC
- Insurance Agents, Brokers & Service (6411)
- akta.pro primary industry
- Document, Workflow & Policy Servicing Automation (RPA/No-Code) (FSAGAGAK)
- akta.pro secondary industry
- Underwriting Decision Support & Rules Engines (FSAOAIAD)
Keywords
Where FIREHORSE AI LTD is headquartered
LocationHeadquarters
- HQ city
- Elkins Park
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
FIREHORSE AI LTD business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure
Revenue model
- Enterprise Software Subscription: Flat enterprise-wide pricing model with a single number covering all usage. No consumption tiers, no surprise overages. Sold as direct enterprise agreements with Statements of Work and Order Forms. Targets CRE loan servicers requiring ACORD compliance and inspection workflow automation.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Single enterprise-wide flat pricing |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels2 records
FIREHORSE AI LTD product offering
Product offeringCore offering
Firehorse builds vertical AI Agents that automate high-stakes paperwork workflows for commercial real estate loan servicers. Its Insurance Agent validates ACORD 25 and ACORD 28 certificates end-to-end in under 20 minutes per document by classifying documents, extracting data with the patent-pending Data Lathe engine, applying Freddie Mac and Fannie Mae compliance rules via the Alethiometer, and returning auditable yes/no determinations. Its Inspections Agent digitizes the MBA Standard Inspection workflow from on-site photo and voice-note capture to compliant report generation.
Product overview
Firehorse builds vertical AI Agents that execute high-stakes enterprise paperwork tasks with unmatched accuracy, starting with insurance compliance in the commercial real estate loan servicing market. The product portfolio includes two core agent products—Insurance Agent for ACORD 25/28 certificate validation and Inspections Agent for MBA Standard Inspection workflow digitization—supported by three proprietary technology components: Data Lathe (patent-pending data extraction engine), Punch Card Database (many-to-many object-oriented storage), and Alethiometer (compliance rule engine). The Firehorse Agent platform integrates on the backend, allowing enterprises to keep existing business processes while the agent completes full vertical workflows.
Differentiator
Problem solved
Functional benefit
Products and services
- Insurance Agent Vertical AI Agent that validates ACORD 25 and ACORD 28 certificates end-to-end in under 20 minutes per document. It sorts and classifies incoming ACORDs, extracts structured data at 99% validated accuracy via Data Lathe, applies Freddie Mac and Fannie Mae compliance rules via the Alethiometer, and returns clear yes/no compliance determinations for CRE loan servicers.
- Inspections Agent Vertical AI Agent that digitizes the full MBA Standard Inspection workflow, from on-site notes and photo capture to a compliant report. Includes a mobile field-app for inspectors (with voice-note recording and timestamped photo capture) and a desk-side web app, both feeding the same structured data model used downstream.
Quantifiable outcome
- ACORD validation reduced from 90 minutes to 5-20 minutes per document
- +4 more outcomes
Companies that use FIREHORSE AI LTD
Customer profileNamed customers1 record
Segments1 record
Ideal customer profiles1 record
FIREHORSE AI LTD technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability9 records
Feature4 records
FIREHORSE AI LTD partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- Amazon Web Servicescore infrastructurePrimary cloud infrastructure provider for Firehorse's BYOC deployment model. Firehorse software runs as Docker containers within customer AWS environments. AWS Bedrock handles AI inference within the customer's own cloud boundary. AWS guarantees no storage or logging of prompts during inference operations.
Scale indicators3 records
Recent moves5 records
Expansion highlights4 records
FIREHORSE AI LTD competitors and assessment
Company assessmentDirect peers
- Canopy: Canopy offers a property intelligence platform for insurance carriers that automates data extraction and risk assessment on commercial and residential properties—directly comparable to Firehorse's CRE insurance compliance automation.
- Hyperscience: Hyperscience automates document processing for enterprise workflows including insurance and financial services with structured and unstructured data extraction, competing in the same AI-document-automation category as Firehorse.
- Tractable: Tractable applies AI to property and auto insurance visual assessment and claims workflows, overlapping with Firehorse's automation of insurance document and inspection workflows for property-related risks.
- Shift Technology: Shift Technology provides AI solutions for insurance claims, fraud, and underwriting decisions—overlapping with Firehorse's AI-driven insurance compliance and rule-application capabilities for property/casualty workflows.
- Betterview: Betterview applies computer vision and AI to property inspections and risk assessment for insurance carriers, overlapping with Firehorse's Inspections Agent and property-related insurance workflows.
- Hover: Hover provides 3D property data and visual intelligence used by insurance and construction professionals, comparable to Firehorse's automated property inspection capture and structured-data extraction for CRE insurance compliance.
- Indico Data: Indico Data builds intelligent document processing AI for insurance and financial services, including unstructured and structured document extraction at high accuracy—directly comparable to Firehorse's Data Lathe on ACORD and similar enterprise documents.
Broad incumbents
- Majesco: Majesco delivers core insurance SaaS for P&L and specialty lines including underwriting, policy, and claims, sharing the same insurance-domain workflow context as Firehorse's compliance automation for CRE loan servicers.
- Guidewire: Guidewire is a leading core insurance platform serving P&C carriers with policy, claims, and underwriting systems. While broader and much larger than Firehorse, its policy administration and underwriting workflows overlap with the insurance workflows Firehorse automates for CRE servicers.
- Duck Creek Technologies: Duck Creek provides a core SaaS suite for P&C insurers including policy, billing, and claims—adjacent to Firehorse's insurance compliance automation with overlap in commercial lines workflows.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
FIREHORSE AI LTD social profiles
Digital presenceFIREHORSE AI LTD financial estimates
Financial estimateRevenue estimate
Valuation estimate
FIREHORSE AI LTD leadership team
Management profileNumber of profiles
Profiles8 records
FIREHORSE AI LTD funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
FIREHORSE AI LTD 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 FIREHORSE AI LTD
What does FIREHORSE AI LTD do?
Firehorse builds vertical AI Agents that automate high-stakes paperwork workflows for commercial real estate loan servicers. Its Insurance Agent validates ACORD 25 and ACORD 28 certificates end-to-end in under 20 minutes per document by classifying documents, extracting data with the patent-pending Data Lathe engine, applying Freddie Mac and Fannie Mae compliance rules via the Alethiometer, and returning auditable yes/no determinations. Its Inspections Agent digitizes the MBA Standard Inspection workflow from on-site photo and voice-note capture to compliant report generation.
Is FIREHORSE AI LTD a public or private company?
FIREHORSE AI LTD is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was FIREHORSE AI LTD founded?
FIREHORSE AI LTD was founded in 2026.
Where is FIREHORSE AI LTD based?
FIREHORSE AI LTD is headquartered in Elkins Park, United States, in the North America region.
How does FIREHORSE AI LTD make money?
One revenue line is on record: enterprise Software Subscription.
Who are FIREHORSE AI LTD's main competitors?
Direct peers on record are Canopy, Hyperscience, Tractable, Shift Technology, Betterview, Hover and Indico Data. Broad incumbents are Majesco, Guidewire and Duck Creek Technologies.
Does FIREHORSE AI LTD have an API?
No public API is recorded for FIREHORSE AI LTD.
What industry is FIREHORSE AI LTD in?
FIREHORSE AI LTD's product category is Vertical AI software for CRE insurance and inspection compliance. Its primary akta.pro industry code is FSAGAGAK, Document, Workflow & Policy Servicing Automation (RPA/No-Code), with a secondary code of FSAOAIAD, Underwriting Decision Support & Rules Engines. Its NAICS code is 5242 and its SIC code is 6411.